作者：微信小助手
<section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 10px;padding-right: 10px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;font-family: Optima, 'Microsoft YaHei', PingFangSC-regular, serif;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.75;word-spacing: 0em;letter-spacing: 0em;word-break: break-word;overflow-wrap: break-word;text-align: left;" data-pm-slice="0 0 []"> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在日常的开发中，我们经常能碰见服务端需要主动推送给客户端数据的业务场景，比如数据大屏的实时数据，比如消息中心的未读消息，比如聊天功能等等。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">本文主要介绍SSE的使用场景和如何使用SSE。</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/5537d842945b77f9424a23f13b6c8324.png" class="rich_pages wxw-img" data-ratio="1" data-type="other" data-w="700" style="display:block;margin-top:0.1em;margin-right:auto;margin-bottom:0px;margin-left:auto;max-width:100%;width:153px;border-top-style:none;border-bottom-style:none;border-left-style:none;border-right-style:none;border-top-width:3px;border-bottom-width:3px;border-left-width:3px;border-right-width:3px;border-top-color:rgba(0, 0, 0, 0.4);border-bottom-color:rgba(0, 0, 0, 0.4);border-left-color:rgba(0, 0, 0, 0.4);border-right-color:rgba(0, 0, 0, 0.4);border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;object-fit:fill;box-shadow:rgba(0, 0, 0, 0) 0px 0px 0px 0px;height:153px;" data-imgfileid="100079195"></span> </figure> <h3 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 1em;margin-left: auto;margin-right: auto;padding-top: 2px;padding-bottom: 2px;padding-left: 8px;padding-right: 8px;display: table;text-align: center;line-height: 1.2;font-size: 17.6px;border-bottom-width: 3px;border-bottom-style: solid;border-bottom-color: rgb(15, 76, 129);color: rgb(10, 10, 10);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(10, 10, 10);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">服务端向客户端推送数据的实现方案有哪几种？</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我们常规实现这些需求的方案有以下三种：</span></p> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">轮询</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">websocket</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">SSE</span> </section></li> </ul> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">轮询简介</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在很久很久以前，前端一般使用轮询来进行服务端向客户端进行消息的伪推送，为什么说轮询是伪推送？</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">因为轮询本质上还是通过客户端向服务端发起一个单项传输的请求，服务端对这个请求做出响应而已。通过不断的请求来实现服务端向客户端推送数据的错觉。并不是服务端主动向客户端推送数据。显然，轮询一定是上述三个方法里最下策的决定。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">轮询的缺点：</span></strong></p> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">首先轮询需要不断的发起请求，每一个请求都需要经过http建立连接的流程（比如三次握手，四次挥手），是没有必要的消耗。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">客户端需要从页面被打开的那一刻开始就一直处理请求。虽然每次轮询的消耗不大，但是一直处理请求对于客户端来说一定是不友好的。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">浏览器请求并发是有限制的。比如Chrome 最大并发请求数目为 6，这个限制还有一个前提是针对同一域名的，超过这一限制的后续请求将会被阻塞。而轮询意味着会有一个请求长时间的占用并发名额。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">而如果轮询时间较长，可能又没有办法非常及时的获取数据</span></p> </section></li> </ul> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">websocket简介</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">websocket是一个双向通讯的协议，他的优点是，可以同时支持客户端和服务端彼此相互进行通讯。功能上很强大。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">缺点也很明显，websocket是一个新的协议，ws/wss。也就是说，支持http协议的浏览器不一定支持ws协议。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">相较于SSE来说，websocket因为功能更强大。结构更复杂。所以相对比较重。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">websocket对于各大浏览器的兼容性↓</span></strong></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/4ef023ff6f4d4f164be42841f169ffea.png" class="rich_pages wxw-img" data-ratio="0.387037037037037" data-type="other" data-w="1080" style="display: block;margin-top: 0.1em;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100079197"></span> </figure> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">SSE简介</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">sse是一个单向通讯的协议也是一个长链接，它只能支持服务端主动向客户端推送数据，但是无法让客户端向服务端推送消息。</span></p> <blockquote style="text-align: left;line-height: 1.75;font-size: 16px;font-style: normal;color: rgba(0, 0, 0, 0.5);margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;display: block;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">长链接是一种HTTP/1.1的持久连接技术，它允许客户端和服务器在一次TCP连接上进行多个HTTP请求和响应，而不必为每个请求/响应建立和断开一个新的连接。长连接有助于减少服务器的负载和提高性能。</span></p> </blockquote> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE的优点是，它是一个轻量级的协议，相对于websockte来说，他的复杂度就没有那么高，相对于客户端的消耗也比较少。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">而且SSE使用的是http协议（websocket使用的是ws协议），也就是现有的服务端都支持SSE，无需像websocket一样需要服务端提供额外的支持。</span></p> <blockquote style="text-align: left;line-height: 1.75;font-size: 16px;font-style: normal;color: rgba(0, 0, 0, 0.5);margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;display: block;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">注意:IE大魔王不支持SSE</span></p> </blockquote> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">SSE对于各大浏览器的兼容性↓</span></strong></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/3448df3e1d6062c9ef40f1660828ce54.png" class="rich_pages wxw-img" data-ratio="0.32037037037037036" data-type="other" data-w="1080" style="display: block;margin-top: 0.1em;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100079199"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">注意哦，上图是SSE对于浏览器的兼容不是对于服务端的兼容。</span></p> <h3 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 1em;margin-left: auto;margin-right: auto;padding-top: 2px;padding-bottom: 2px;padding-left: 8px;padding-right: 8px;display: table;text-align: center;line-height: 1.2;font-size: 17.6px;border-bottom-width: 3px;border-bottom-style: solid;border-bottom-color: rgb(15, 76, 129);color: rgb(10, 10, 10);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(10, 10, 10);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">websocket和SSE有什么区别？</span></span><span style="display: none;"></span></h3> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">轮询</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">对于当前计算机的发展来说，几乎很少出现同时不支持websocket和sse的情况，所以轮询是在极端情况下浏览器实在是不支持websocket和see的下策。</span></p> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">Websocket和SSE</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我们一般的服务端和客户端的通讯基本上使用这两个方案。首先声明:这两个方案没有绝对的好坏，只有在不同的业务场景下更好的选择。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE的官方对于SSE和Websocket的评价是</span></p> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">WebSocket是全双工通道，可以双向通信，功能更强；SSE是单向通道，只能服务器向浏览器端发送。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">WebSocket是一个新的协议，需要服务器端支持；SSE则是部署在HTTP协议之上的，现有的服务器软件都支持。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE是一个轻量级协议，相对简单；WebSocket是一种较重的协议，相对复杂。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE默认支持断线重连，WebSocket则需要额外部署。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE支持自定义发送的数据类型。</span></p> </section></li> </ul> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">Websocket和SSE分别适用于什么业务场景？</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">对于SSE来说，它的优点就是轻，而且对于服务端的支持度要更好。换言之，可以使用SSE完成的功能需求，没有必要使用更重更复杂的websocket。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">比如：数据大屏的实时数据，消息中心的消息推送等一系列只需要服务端单方面推送而不需要客户端同时进行反馈的需求，SSE就是不二之选。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">对于Websocket来说，他的优点就是可以同时支持客户端和服务端的双向通讯。所适用的业务场景：最典型的就是聊天功能。这种服务端需要主动向客户端推送信息，并且客户端也有向服务端推送消息的需求时，Websocket就是更好的选择。</span></p> <h3 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 1em;margin-left: auto;margin-right: auto;padding-top: 2px;padding-bottom: 2px;padding-left: 8px;padding-right: 8px;display: table;text-align: center;line-height: 1.2;font-size: 17.6px;border-bottom-width: 3px;border-bottom-style: solid;border-bottom-color: rgb(15, 76, 129);color: rgb(10, 10, 10);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(10, 10, 10);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">SSE有哪些主要的API?</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">建立一个SSE链接 ：</span><code style="color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">var source = new EventSource(url);</span></code></p> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">SSE连接状态</span></span><span style="display: none;"></span></h4> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">source.readyState</span></strong></p> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">0</span></strong><span leaf="">，相当于常量</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">EventSource.CONNECTING</span></code><span leaf="">，表示连接还未建立，或者连接断线。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">1</span></strong><span leaf="">，相当于常量</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">EventSource.OPEN</span></code><span leaf="">，表示连接已经建立，可以接受数据。</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(15, 76, 129);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">2</span></strong><span leaf="">，相当于常量</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">EventSource.CLOSED</span></code><span leaf="">，表示连接已断，且不会重连。</span></p> </section></li> </ul> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">SSE相关事件</span></span><span style="display: none;"></span></h4> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">open事件(连接一旦建立，就会触发open事件，可以定义相应的回调函数)</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">message事件(收到数据就会触发message事件)</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">error事件(如果发生通信错误（比如连接中断），就会触发error事件)</span></p> </section></li> </ul> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">数据格式</span></span><span style="display: none;"></span></h4> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg wjibwkqn1bumbc0hh3ffs6pu4uiapwrkzkjmsw7cxkzmye9retpkh0clhze2cq7ohahpms6vh8ozynsjksvib1enznabwdyyf2f 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf="">Content-Type: text/event-stream //文本返回格式</span><span leaf=""><br></span><span leaf="">Cache-Control: no-cache //不要缓存</span><span leaf=""><br></span><span leaf="">Connection: keep-alive //长链接标识</span><span leaf=""><br></span></code></pre> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/f2d0bdf7b917f26cf1381910ba980b5e.png" class="rich_pages wxw-img" data-ratio="0.7727272727272727" data-type="other" data-w="198" style="display:block;margin-top:0.1em;margin-right:auto;margin-bottom:0px;margin-left:auto;max-width:100%;width:154px;border-top-style:none;border-bottom-style:none;border-left-style:none;border-right-style:none;border-top-width:3px;border-bottom-width:3px;border-left-width:3px;border-right-width:3px;border-top-color:rgba(0, 0, 0, 0.4);border-bottom-color:rgba(0, 0, 0, 0.4);border-left-color:rgba(0, 0, 0, 0.4);border-right-color:rgba(0, 0, 0, 0.4);border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;object-fit:fill;box-shadow:rgba(0, 0, 0, 0) 0px 0px 0px 0px;height:119px;" data-imgfileid="100079196"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">SSE相关文档：</span></p> <blockquote style="text-align: left;line-height: 1.75;font-size: 16px;font-style: normal;color: rgba(0, 0, 0, 0.5);margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;display: block;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">https://www.w3cschool.cn/nwfchn/wpi3cozt.html</span></p> </blockquote> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">显然，如果直接看api介绍不论是看这里还是看官网，大部分同学都是比较懵圈的状态，那么我们写个demo来看一下?</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我更建议您先把Demo跑起来，然后在看看上面这个w3cschool的SSE文档。两个配合一起看，会更方便理解些。</span></p> <h3 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 1em;margin-left: auto;margin-right: auto;padding-top: 2px;padding-bottom: 2px;padding-left: 8px;padding-right: 8px;display: table;text-align: center;line-height: 1.2;font-size: 17.6px;border-bottom-width: 3px;border-bottom-style: solid;border-bottom-color: rgb(15, 76, 129);color: rgb(10, 10, 10);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(10, 10, 10);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">如何实操一个SSE链接？Demo↓</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">这里Demo前端使用的就是最基本的html静态页面连接，没有使用任何框架。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">后端选用语言是node，框架是Express。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">理论上，把这两段端代码复制过去跑起来就直接可以用了。</span></p> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第一步，建立一个</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">index.html</span></code><span leaf="">文件，然后复制前端代码Demo到</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">index.html</span></code><span leaf="">文件中，打开文件</span></p> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第二步，进入一个新的文件夹，建立一个</span><code style="height: auto;color: rgb(63, 92, 212);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">index.js</span></code><span leaf="">文件，然后将后端Demo代码复制进去，然后在该文件夹下执行</span></p> </section></li> </ul> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg wjibwkqn1bumbc0hh3ffs6pu4uiapwrkzkjmsw7cxkzmye9retpkh0clhze2cq7ohahpms6vh8ozynsjksvib1enznabwdyyf2f 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf="">npm init //初始化npm </span><span leaf=""><br></span><span leaf="">npm i express //下载node express框架</span><span leaf=""><br></span><span leaf="">node index //启动服务</span><span leaf=""><br></span></code></pre> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/cb60ba3a469f5267290a6ce116c985b1.png" class="rich_pages wxw-img" data-ratio="0.7555555555555555" data-type="other" data-w="1080" style="display: block;margin-top: 0.1em;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100079198"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在这一层文件夹下执行命令。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">完成以上操作就可以把项目跑起来了</span></p> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">前端代码Demo</span></span><span style="display: none;"></span></h4> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg wjibwkqn1bumbc0hh3ffs6pu4uiapwrkzkjmsw7cxkzmye9retpkh0clhze2cq7ohahpms6vh8ozynsjksvib1enznabwdyyf2f 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #61aeee;line-height: 26px;"><span leaf=""><span style="line-height: 26px;"><span leaf="">html</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">html</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">lang</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"en"</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">head</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">meta</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">charset</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"UTF-8"</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">meta</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">http-equiv</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"X-UA-Compatible"</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">content</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"IE=edge"</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">meta</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">name</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"viewport"</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">content</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"width=device-width, initial-scale=1.0"</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">title</span></span><span leaf="">></span></span><span leaf="">Document</span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">title</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">head</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">body</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">ul</span></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">id</span></span><span leaf="">=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"ul"</span></span><span leaf="">></span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">ul</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">body</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">script</span></span><span leaf="">></span></span><span style="line-height: 26px;"><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//生成li元素</span></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">function</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">createLi</span></span><span leaf="">(</span><span style="line-height: 26px;"><span leaf="">data</span></span><span leaf="">)</span></span><span leaf="">{</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">let</span></span><span leaf=""> li = </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">document</span></span><span leaf="">.createElement(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"li"</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> li.innerHTML = </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">String</span></span><span leaf="">(data.message);</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> li;</span><span leaf=""><br></span><span leaf="">}</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//判断当前浏览器是否支持SSE</span></span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">let</span></span><span leaf=""> source = </span><span style="color: #98c379;line-height: 26px;"><span leaf="">''</span></span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> (!!</span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">window</span></span><span leaf="">.EventSource) {</span><span leaf=""><br></span><span leaf=""> source = </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">new</span></span><span leaf=""> EventSource(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'http://localhost:8088/sse/'</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> }</span><span style="color: #c678dd;line-height: 26px;"><span leaf="">else</span></span><span leaf="">{</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">throw</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">new</span></span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">Error</span></span><span leaf="">(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"当前浏览器不支持SSE"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> }</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//对于建立链接的监听</span></span><span leaf=""><br></span><span leaf=""> source.onopen = </span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">function</span></span><span leaf="">(</span><span style="line-height: 26px;"><span leaf="">event</span></span><span leaf="">) </span></span><span leaf="">{</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(source.readyState);</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"长连接打开"</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> };</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//对服务端消息的监听</span></span><span leaf=""><br></span><span leaf=""> source.onmessage = </span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">function</span></span><span leaf="">(</span><span style="line-height: 26px;"><span leaf="">event</span></span><span leaf="">) </span></span><span leaf="">{</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">JSON</span></span><span leaf="">.parse(event.data));</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"收到长连接信息"</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">let</span></span><span leaf=""> li = createLi(</span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">JSON</span></span><span leaf="">.parse(event.data));</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">document</span></span><span leaf="">.getElementById(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"ul"</span></span><span leaf="">).appendChild(li)</span><span leaf=""><br></span><span leaf=""> };</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//对断开链接的监听</span></span><span leaf=""><br></span><span leaf=""> source.onerror = </span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">function</span></span><span leaf="">(</span><span style="line-height: 26px;"><span leaf="">event</span></span><span leaf="">) </span></span><span leaf="">{</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(source.readyState);</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"长连接中断"</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> };</span><span leaf=""><br></span><span leaf=""><br></span></span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">script</span></span><span leaf="">></span></span><span leaf=""><br></span><span style="line-height: 26px;"><span leaf=""><!--/</span--><span style="color: #e06c75;line-height: 26px;"><span leaf="">html</span></span><span leaf="">></span></span><span leaf=""><br></span></span></span></span></span></span></span></span></code></pre> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">后端代码Demo（node的express）</span></span><span style="display: none;"></span></h4> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg wjibwkqn1bumbc0hh3ffs6pu4uiapwrkzkjmsw7cxkzmye9retpkh0clhze2cq7ohahpms6vh8ozynsjksvib1enznabwdyyf2f 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">const</span></span><span leaf=""> express = </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">require</span></span><span leaf="">(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'express'</span></span><span leaf="">); </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//引用框架</span></span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">const</span></span><span leaf=""> app = express(); </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//创建服务</span></span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">const</span></span><span leaf=""> port = </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">8088</span></span><span leaf="">; </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//项目启动端口</span></span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//设置跨域访问</span></span><span leaf=""><br></span><span leaf="">app.all(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"*"</span></span><span leaf="">, </span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">function</span></span><span leaf="">(</span><span style="line-height: 26px;"><span leaf="">req, res, next</span></span><span leaf="">) </span></span><span leaf="">{</span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//设置允许跨域的域名，*代表允许任意域名跨域</span></span><span leaf=""><br></span><span leaf=""> res.header(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Access-Control-Allow-Origin"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'*'</span></span><span leaf="">);</span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//允许的header类型</span></span><span leaf=""><br></span><span leaf=""> res.header(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Access-Control-Allow-Headers"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Content-Type, Authorization, X-Requested-With"</span></span><span leaf="">);</span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//跨域允许的请求方式 </span></span><span leaf=""><br></span><span leaf=""> res.header(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Access-Control-Allow-Methods"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"PUT,POST,GET,DELETE,OPTIONS"</span></span><span leaf="">);</span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// 可以带cookies</span></span><span leaf=""><br></span><span leaf=""> res.header(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Access-Control-Allow-Credentials"</span></span><span leaf="">, </span><span style="color: #56b6c2;line-height: 26px;"><span leaf="">true</span></span><span leaf="">);</span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> (req.method == </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'OPTIONS'</span></span><span leaf="">) {</span><span leaf=""><br></span><span leaf=""> res.sendStatus(</span><span style="color: #d19a66;line-height: 26px;"><span leaf="">200</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> } </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">else</span></span><span leaf=""> {</span><span leaf=""><br></span><span leaf=""> next();</span><span leaf=""><br></span><span leaf=""> }</span><span leaf=""><br></span><span leaf="">})</span><span leaf=""><br></span><span leaf=""><br></span><span leaf="">app.get(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"/sse"</span></span><span leaf="">,(req,res) => {</span><span leaf=""><br></span><span leaf=""> res.set({</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'Content-Type'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'text/event-stream'</span></span><span leaf="">, </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//设定数据类型</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'Cache-Control'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'no-cache'</span></span><span leaf="">,</span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// 长链接拒绝缓存</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'Connection'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'keep-alive'</span></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//设置长链接</span></span><span leaf=""><br></span><span leaf=""> });</span><span leaf=""><br></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"进入到长连接了"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//持续返回数据</span></span><span leaf=""><br></span><span leaf=""> setInterval(</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf="">()</span></span><span leaf=""> =></span></span><span leaf=""> {</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"正在持续返回数据中ing"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">const</span></span><span leaf=""> data = {</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">message</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">`Current time is </span><span style="color: #e06c75;line-height: 26px;"><span leaf="">${</span><span style="color: #c678dd;line-height: 26px;"><span leaf="">new</span></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">Date</span></span><span leaf="">().toLocaleTimeString()}</span></span><span leaf="">`</span></span><span leaf=""><br></span><span leaf=""> };</span><span leaf=""><br></span><span leaf=""> res.write(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">`data: </span><span style="color: #e06c75;line-height: 26px;"><span leaf="">${</span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">JSON</span></span><span leaf="">.stringify(data)}</span></span><span leaf="">\n\n`</span></span><span leaf="">);</span><span leaf=""><br></span><span leaf=""> }, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">1000</span></span><span leaf="">); </span><span leaf=""><br></span><span leaf="">})</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//创建项目</span></span><span leaf=""><br></span><span leaf="">app.listen(port, () => {</span><span leaf=""><br></span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">console</span></span><span leaf="">.log(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">`项目启动成功-http://localhost:</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">${port}</span></span><span leaf="">`</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf="">})</span><span leaf=""><br></span></code></pre> <h4 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 0.5em;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 6px;padding-right: 0px;display: block;text-align: left;line-height: 1.1;font-size: 17px;border-left-width: 3px;border-left-style: solid;border-left-color: rgb(15, 76, 129);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">效果</span></span><span style="display: none;"></span></h4> <section style="text-align: center;" nodeleaf=""> <img src="/upload/b4cd0ce8d8b29eecc587e935949ad35d.png" class="rich_pages wxw-img" data-ratio="0.5987025023169601" data-type="gif" data-w="1079" type="block" data-imgfileid="100079205"> </section> <h3 data-tool="mdnice编辑器" style="margin-top: 2em;margin-bottom: 1em;margin-left: auto;margin-right: auto;padding-top: 2px;padding-bottom: 2px;padding-left: 8px;padding-right: 8px;display: table;text-align: center;line-height: 1.2;font-size: 17.6px;border-bottom-width: 3px;border-bottom-style: solid;border-bottom-color: rgb(15, 76, 129);color: rgb(10, 10, 10);font-weight: bold;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(10, 10, 10);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">总结</span></span><span style="display: none;"></span></h3> <ul style="list-style-type: square;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">SSE比websocket更轻</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">SSE是基于http/https协议的</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">websocket是一个新的协议，ws/wss协议</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">如果只需要服务端向客户端推送消息，推荐使用SSE</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">如果需要服务端和客户端双向推送，请选择websocket</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">不论是SSE还是websocket，对于浏览器的兼容性都不错</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">轮询是下策，很占用客户端资源，不建议使用。（不过偷懒的时候他确实方便）</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">IE不支持SSE</span> </section></li> </ul> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">对了，小程序不支持SSE哦</span></p> </section> <figure data-tool="mdnice编辑器" style="-webkit-tap-highlight-color: transparent;margin: 10px 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;-webkit-text-stroke-width: 0px;white-space: normal;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 16px;text-align: left;color: rgb(53, 53, 53);font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, " pingfang sc, cambria, cochin, georgia, times, times new roman, serif;letter-spacing: 0.8px;word-spacing: 0.8px;background-color: rgb(255, 255, 255);display: flex;flex-direction: column;justify-content: center;align-items: center;border-radius: 16px;overflow: hidden;> <figure data-tool="mdnice编辑器" style="-webkit-tap-highlight-color: transparent;margin: 10px 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;letter-spacing: 0.8px;word-spacing: 0.8px;display: flex;flex-direction: column;justify-content: center;align-items: center;border-radius: 16px;overflow: hidden;"> <em style="-webkit-tap-highlight-color: transparent;margin: 0px;padding: 0px;outline: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;font-style: italic;font-family: -apple-system, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;text-align: right;word-spacing: 0.8px;color: rgb(136, 136, 136);font-size: 12px;letter-spacing: 0.5px;visibility: visible;></em> </figure> </figure>
作者：微信小助手
<section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;> <span leaf="">IndexTTS 是 B 站（哔哩哔哩）推出的一款文本转语音（TTS）系统，基于开源项目 XTTS 和 Tortoise 开发，并针对中文语音合成的特定需求进行了优化。用户查询其研发背景和架构原理，本报告基于 2025 年 3 月 24 日的最新信息（结合 X 上的讨论和假设的官方背景），从研究背景、技术架构和创新点等角度进行详细分析。</span><span leaf=""><br></span> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <span leaf=""><img src="/upload/aff83e54d5b1b5ad9d7d09d8ea4672dd.png" alt="在这里插入图片描述" class="rich_pages wxw-img" data-ratio="0.29907407407407405" data-type="png" data-w="1080" style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));display: block;vertical-align: middle;max-width: 100%;height: auto;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, microsoft yahei, arial, sans-serif;font-size: 14px;margin: 0.1em auto 0.5em;border-radius: 4px; title="null" data-imgfileid="100000734"></span> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf="">在这里插入图片描述</span> </figcaption> </figure> <h1 style="box-sizing: border-box;border-width: 0px 0px 2px;border-style: solid;border-bottom-color: rgb(15, 76, 129);font-size: 16.8px;font-weight: bold;margin: 2em auto 1em;text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;display: table;padding: 0px 1em;color: rgb(63, 63, 63);><span leaf="">研发背景</span></h1> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: justify;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">IndexTTS 的研发背景可以从以下几个方面理解：</span></p> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">前身与问题识别</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• XTTS 和 Tortoise：IndexTTS 的基础是 XTTS（由 Coqui AI 开发的多语言 TTS）和 Tortoise（注重高质量语音生成的开源模型）。XTTS 支持多语言语音克隆，Tortoise 以其慢速但高质量的生成著称。然而，这两个模型在中文多音字处理和实时性上存在局限。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 中文 TTS 挑战：中文作为声调语言，多音字（如“长”在“成长”和“长短”中的不同发音）是 TTS 系统的一大难点。现有模型如 CosyVoice2、Fish-Speech 和 F5-TTS 在词错误率（WER）和音色自然度上仍有改进空间，尤其在复杂句子和实时应用中。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• B 站需求：作为一家以视频内容为核心的平台，B 站需要高质量 TTS 系统支持虚拟主播、弹幕语音化和内容创作。IndexTTS 的研发旨在满足这些内部需求，同时推动社区技术进步。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">研究目标</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 提升音质与相似性：优化音色克隆和语音自然度，使生成语音更接近真实人类。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 解决多音字问题：通过拼音输入机制降低词错误率，提升发音准确性。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 性能优化：在保持高质量的同时提高训练和推理效率，适用于大规模部署。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">时间线与社区反馈</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 关键节点（假设基于 X 帖子和其他 TTS 项目趋势）：</span><span leaf=""><br></span><span leaf="">** 2024 年末：B 站启动 IndexTTS 项目，基于 XTTS 和 Tortoise。</span><span leaf=""><br></span><span leaf="">** 2025 年 2 月：X 上宣布 IndexTTS 即将推出，声称在 WER 上超越竞争对手。</span><span leaf=""><br></span><span leaf="">** 2025 年 3 月：预计正式发布（基于当前日期推测）。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 社区影响：X 用户反馈显示，IndexTTS 的拼音纠正功能受到关注，可能成为中文 TTS 的新标杆。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">应用场景</span></h3> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: justify;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">适用于虚拟主播配音、短视频自动生成、教育工具和实时语音交互，强调开源社区贡献和商业化潜力。</span></p> <h1 style="box-sizing: border-box;border-width: 0px 0px 2px;border-style: solid;border-bottom-color: rgb(15, 76, 129);font-size: 16.8px;font-weight: bold;margin: 2em auto 1em;text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;display: table;padding: 0px 1em;color: rgb(63, 63, 63);><span leaf="">架构原理</span></h1> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <span leaf=""><img src="/upload/7dedd01fccf133b93ede40d696ccfe41.png" alt="在这里插入图片描述" class="rich_pages wxw-img" data-ratio="0.35648148148148145" data-type="png" data-w="1080" style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));display: block;vertical-align: middle;max-width: 100%;height: auto;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, microsoft yahei, arial, sans-serif;font-size: 14px;margin: 0.1em auto 0.5em;border-radius: 4px; title="null" data-imgfileid="100000732"></span> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf="">在这里插入图片描述</span> </figcaption> </figure> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: justify;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">IndexTTS 的架构基于扩散模型和神经网络技术，结合了 XTTS 和 Tortoise 的优点，并引入创新模块优化中文语音生成。以下是其核心架构和技术原理：</span></p> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">中文字符-拼音混合建模</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 问题解决：中文多音字依赖上下文判断发音，传统 TTS 常出错。IndexTTS 引入混合建模，允许用户直接输入拼音（如“zhǎng”或“cháng”）指定发音。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 实现方式：</span><span leaf=""><br></span><span leaf="">** 输入层：支持纯文本或文本+拼音混合输入，拼音作为辅助条件注入模型。</span><span leaf=""><br></span><span leaf="">** 预处理：将字符转换为拼音序列（若未提供拼音，则通过语言模型预测），确保发音准确。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 效果：显著降低 WER，尤其在多音字密集的句子中。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">Conformer 条件编码器</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 基础结构：Conformer（Convolution-augmented Transformer）结合卷积和自注意力机制，擅长捕获音频的时间和频率特征。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 工作机制：</span><span leaf=""><br></span><span leaf="">** 音频特征提取：从输入音频样本中提取音色和语调信息。</span><span leaf=""><br></span><span leaf="">** 条件注入：将音频特征与拼音/文本编码融合，作为扩散模型的条件输入。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 优势：增强模型对音色和韵律的建模能力，提高生成语音的相似性和自然度。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">BigVGAN2 语音解码器</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 基础结构：BigVGAN2 是 GAN（生成对抗网络）的一种改进版本，基于 BigVGAN，专注于高质量语音生成。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 工作机制：</span><span leaf=""><br></span><span leaf="">** 生成过程：从扩散模型输出的中间表示生成波形，优化音质和细节。</span><span leaf=""><br></span><span leaf="">** 训练优化：通过对抗训练提升声音清晰度和稳定性。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 优势：相比传统 vocoder（如 WaveNet），BigVGAN2 在计算效率和音质上更优，推理速度更快。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">扩散模型主干</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 继承 XTTS：IndexTTS 可能沿用 XTTS 的扩散模型（如 Denoising Diffusion Probabilistic Models, DDPM），通过多步去噪生成语音潜在表示。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 改进点：结合 Conformer 和拼音条件，优化去噪过程中的语义一致性。</span> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">数据与训练</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 数据集：可能使用 B 站内部音频资源（如 UP 主语音）和公开中文数据集（如 AISHELL），辅以拼音标注数据。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 训练目标：最小化 WER，同时优化音色相似性（MOS 分数）和推理速度。</span> </section></li> </ul> <h1 style="box-sizing: border-box;border-width: 0px 0px 2px;border-style: solid;border-bottom-color: rgb(15, 76, 129);font-size: 16.8px;font-weight: bold;margin: 2em auto 1em;text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;display: table;padding: 0px 1em;color: rgb(63, 63, 63);><span leaf="">创新点与局限性</span></h1> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">创新点</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 拼音输入纠正多音字，提升中文 TTS 准确性。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• Conformer 和 BigVGAN2 的结合，兼顾音质和效率。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 在 WER 上超越 CosyVoice2 等模型，树立新基准。</span><span leaf=""><br></span> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <span leaf=""><img src="/upload/9b42fcb6f402cb5aab15694fc36e69f0.png" alt="在这里插入图片描述" class="rich_pages wxw-img" data-ratio="0.30185185185185187" data-type="png" data-w="1080" style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));display: block;vertical-align: middle;max-width: 100%;height: auto;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, microsoft yahei, arial, sans-serif;font-size: 14px;margin: 0.1em auto 0.5em;border-radius: 4px; title="null" data-imgfileid="100000733"></span> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf="">在这里插入图片描述</span> </figcaption> </figure> </section></li> </ul> <h3 style="box-sizing: border-box;border-width: 0px 0px 0px 3px;border-style: solid;border-left-color: rgb(15, 76, 129);font-size: 15.4px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 8px;color: rgb(63, 63, 63);><span leaf="">局限性（假设）</span></h3> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 对拼音输入的依赖可能增加用户操作复杂度。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 多语言支持可能不如 XTTS 广泛，专注中文优化。</span> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <span leaf="">• 推理速度虽有提升，但与实时应用（如 <150ms 延迟）仍有差距。</span><span leaf=""><br></span> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <span leaf=""><img alt="在这里插入图片描述" class="rich_pages wxw-img" data-imgfileid="100000735" data-ratio="0.30925925925925923" src="/upload/e125b7576e4d477ab5113d2f7e7419c6.png" data-type="png" data-w="1080" style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));display: block;vertical-align: middle;max-width: 100%;height: auto;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, microsoft yahei, arial, sans-serif;font-size: 14px;margin: 0.1em auto 0.5em;border-radius: 4px; title="null"></span> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf=""><br></span> </figcaption> </figure> </section></li> </ul> <section nodeleaf=""> <iframe src="https://mp.weixin.qq.com/mp/readtemplate?t=pages/video_player_tmpl&action=mpvideo&auto=0&vid=wxv_3915822690304671756" data-mpvid="wxv_3915822690304671756" data-vidtype="2" data-cover="http%3A%2F%2Fmmbiz.qpic.cn%2Fsz_mmbiz_jpg%2FYVrGks7hTmaFXzfB9da0tkkLvuiba2KS6NbV5CdY5a23qAvkaMdCHntnOPxkVfrRXR5RTzwj0tNeyVl8VOylIag%2F0%3Fwx_fmt%3Djpeg" data-ratio="1.7777777777777777" data-w="1920" class="video_iframe rich_pages"></iframe> </section> <section> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf=""><br></span> </figcaption> </figure> </section> <ul style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));list-style: circle;margin: 0px;padding: 0px 0px 0px 1em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63); class="list-paddingleft-1"> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf=""><br></span> </figcaption> </figure> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf=""><br></span> </figcaption> </figure> </section></li> <li style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;text-indent: -1em;display: block;margin: 0.2em 8px;color: rgb(63, 63, 63);> <section> <figure style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;color: rgb(63, 63, 63);> <figcaption style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 0.8em;color: rgb(136, 136, 136);> <span leaf=""><br></span> </figcaption> </figure> </section></li> </ul> <h1 style="box-sizing: border-box;border-width: 0px 0px 2px;border-style: solid;border-bottom-color: rgb(15, 76, 129);font-size: 16.8px;font-weight: bold;margin: 2em auto 1em;text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;display: table;padding: 0px 1em;color: rgb(63, 63, 63);><span leaf="">相关文献</span></h1> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: justify;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 14px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">github地址：https://github.com/index-tts/index-tts?tab=readme-ov-file</span><span leaf=""><br></span><span leaf="">arxv论文：https://arxiv.org/pdf/2502.05512</span></p> </section>
作者：微信小助手
<section style="letter-spacing: 0px;padding: 0px;line-height: 1.65;box-sizing: border-box;font-style: normal;font-weight: 400;text-align: justify;font-size: 16px;color: rgb(62, 62, 62);" data-pm-slice="0 0 []"> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">阿里巴巴集团近期发布了其通义千问（Qwen）系列的最新多模态AI模型Qwen2.5-Omni-7B，这一突破性进展标志着中国AI技术在多模态领域的又一次重要突破。这款模型不仅能够处理文本、图像、音频和视频等多种数据形式，更重要的是其优化后的架构使其能够在手机和笔记本电脑等终端设备上高效运行，这为AI技术的普及应用开辟了新的可能性。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> </section> <section style="line-height: 0;box-sizing: border-box;"> <section style="max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;" nodeleaf=""> <img src="/upload/cecc4d27c3459585ff6a99a2c3eeb3fe.png" class="rich_pages wxw-img" data-ratio="0.4666666666666667" data-s="300,640" data-type="png" data-w="1080" style="vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;" data-imgfileid="100002102"> </section> </section> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">作为阿里巴巴AI战略的重要一环，Qwen2.5-Omni-7B已经在Hugging Face和GitHub等开源平台公开发布。这一开放策略不仅体现了阿里巴巴推动AI技术民主化的决心，也为全球开发者社区提供了强大的工具支持。该模型特别注重在语音理解和生成方面的性能优化，使其在实时交互场景中展现出显著优势。例如，在辅助视障人士的应用场景中，该模型可以通过实时音频描述帮助用户更好地感知周围环境，这种人性化的功能设计展现了AI技术的社会价值。</span></p> <p><span leaf=""><br></span></p> <p><span leaf=""><span textstyle="" style="font-size: 18px;font-weight: bold;">主要特点:</span></span></p> <p><span leaf="">全能创新架构：我们提出了一种全新的Thinker-Talker架构，这是一种端到端的多模态模型，旨在支持文本/图像/音频/视频的跨模态理解，同时以流式方式生成文本和自然语音响应。我们提出了一种新的位置编码技术，称为TMRoPE（Time-aligned Multimodal RoPE），通过时间轴对齐实现视频与音频输入的精准同步。</span></p> <p><span leaf=""><br></span></p> <ul style="list-style-type: disc;" class="list-paddingleft-1"> <li><p><span leaf=""><span textstyle="" style="font-weight: bold;">实时音视频交互：</span>架构旨在支持完全实时交互，支持分块输入和即时输出。</span></p></li> <li><p><span leaf=""><span textstyle="" style="font-weight: bold;">自然流畅的语音生成：</span>在语音生成的自然性和稳定性方面超越了许多现有的流式和非流式替代方案。</span></p></li> <li><p><span leaf=""><span textstyle="" style="font-weight: bold;">全模态性能优势：</span>在同等规模的单模态模型进行基准测试时，表现出卓越的性能。Qwen2.5-Omni在音频能力上优于类似大小的Qwen2-Audio，并与Qwen2.5-VL-7B保持同等水平。</span></p></li> <li><p><span leaf=""><span textstyle="" style="font-weight: bold;">卓越的端到端语音指令跟随能力：</span>Qwen2.5-Omni在端到端语音指令跟随方面表现出与文本输入处理相媲美的效果，在MMLU通用知识理解和GSM8K数学推理等基准测试中表现优异。</span></p></li> </ul> <p><span leaf=""><br></span></p> <h3 tabindex="-1" dir="auto" style="box-sizing: border-box;margin-top: var(--base-size-24);margin-bottom: var(--base-size-16);font-size: 1.25em;font-weight: var(--base-text-weight-semibold, 600);line-height: 1.25;" data-pm-slice="0 0 []"><span leaf=""><span textstyle="" style="font-size: 18px;font-weight: bold;">模型结构:</span></span></h3> <h3 tabindex="-1" dir="auto" style="box-sizing: border-box;margin-top: var(--base-size-24);margin-bottom: var(--base-size-16);font-size: 1.25em;font-weight: var(--base-text-weight-semibold, 600);line-height: 1.25;" data-pm-slice="0 0 []"><span leaf=""><br></span></h3> <section style="text-align: center;" nodeleaf=""> <img src="/upload/9bf0c8f7ff0a244e57ec6b3ad5f72506.png" class="rich_pages wxw-img js_insertlocalimg" data-ratio="0.93359375" data-s="300,640" data-type="png" data-w="1280" type="block" data-imgfileid="100002112"> </section> <h3 tabindex="-1" dir="auto" style="box-sizing: border-box;margin-top: var(--base-size-24);margin-bottom: var(--base-size-16);font-size: 1.25em;font-weight: var(--base-text-weight-semibold, 600);line-height: 1.25;" data-pm-slice="0 0 []"><span leaf=""><br></span></h3> <p><span leaf=""><br></span></p> <p><span leaf=""><span textstyle="" style="font-size: 18px;font-weight: bold;">性能指标:</span></span></p> <p><span leaf=""><br></span></p> <p><span leaf=""><img src="/upload/a198cec6df772032aaf5f518dcb15478.png" class="rich_pages wxw-img js_insertlocalimg" data-ratio="0.76171875" data-s="300,640" data-type="png" data-w="1280" type="block" data-imgfileid="100002111"></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">Qwen2.5-Omni在包括图像，音频，音视频等各种模态下的表现都优于类似大小的单模态模型以及封闭源模型，例如Qwen2.5-VL-7B、Qwen2-Audio和Gemini-1.5-pro。在多模态任务OmniBench，Qwen2.5-Omni达到了SOTA的表现。此外，在单模态任务中，Qwen2.5-Omni在多个领域中表现优异，包括语音识别（Common Voice）、翻译（CoVoST2）、音频理解（MMAU）、图像推理（MMMU、MMStar）、视频理解（MVBench）以及语音生成（Seed-tts-eval和主观自然听感）。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><img src="/upload/d4df48b993bd317ff53d25c18bc5ff0f.png" class="rich_pages wxw-img js_insertlocalimg" data-ratio="0.5390625" data-s="300,640" data-type="png" data-w="1280" type="block" data-imgfileid="100002113"></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">阿里巴巴在AI领域的布局可谓迅猛。就在今年1月DeepSeek引发行业关注后不久，这家中国科技巨头就快速推出了Qwen系列的不同版本。本月早些时候，该公司还发布了其AI助手Quark应用程序的重大更新。这些动作充分展现了阿里巴巴在AI赛道上的战略决心和执行效率。值得注意的是，阿里巴巴并非孤军奋战，全球科技巨头如OpenAI和谷歌母公司Alphabet也在积极开发多模态AI系统。就在本周二，OpenAI刚刚为ChatGPT升级了更先进的图像生成功能，这场全球AI竞赛正日趋白热化。</span></p> </section> <section style="text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;"> <section style="max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;" nodeleaf=""> <img src="https://mmbiz.qpic.cn/sz_mmbiz_jpg/yar0PKrrkUbutYaguFSK6bIFN52UJbnK3LHfUt5clBYuenS8UzCGibmdibEUGmDTjicNnaqI7PhUPrZXB4pGuciafg/640?wx_fmt=jpeg" class="rich_pages wxw-img" data-ratio="0.422" data-s="300,640" data-type="png" data-w="1000" style="vertical-align:middle;max-width:100%;width:578px;box-sizing:border-box;height:244px;" src="/upload/c3a29b7e12d67127a9d7e3e07d38d552.png" data-cropx2="1000" data-cropy1="140.13840830449828" data-cropy2="562.2837370242215" data-imgfileid="100002104"> </section> </section> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">在技术层面，Qwen2.5-Omni-7B的突破不仅体现在多模态处理能力上，更在于其出色的终端适配性。通过模型压缩和优化技术，阿里巴巴成功地将这个强大的AI系统部署到了移动设备上，这在很大程度上降低了AI应用的门槛。从智能家居到车载系统，从移动应用到边缘计算，这种轻量化的AI模型正在打开更多创新应用的可能性。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <section style="text-align: center;" nodeleaf=""> <img src="/upload/38cbda10ad0629588269d9bbc2c9bc52.png" class="rich_pages wxw-img" data-ratio="0.24444444444444444" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002114"> </section> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">阿里巴巴的AI雄心远不止于此。这家由马云联合创办的互联网巨头已经明确表示，计划在未来的人工智能和云计算基础设施上投入比过去十年更多的资金。随着AI模型的不断演进，对计算能力的需求呈现指数级增长，阿里巴巴正致力于成为全球AI开发和实际应用的重要合作伙伴。特别是在中国科技企业集体发力AI的背景下，以阿里巴巴为代表的企业正在通过高性价比的技术方案挑战西方科技巨头的市场地位。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> </section> <section style="text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;"> <section style="max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;" nodeleaf=""> <img src="/upload/454baca3e498850d080a0405ed4c0e3f.png" class="rich_pages wxw-img" data-ratio="0.5388711395101171" data-s="300,640" data-type="png" data-w="939" style="vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;" data-imgfileid="100002106"> </section> </section> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">当前全球AI格局正在经历深刻变革。自从DeepSeek以极具成本效益的模型方案崭露头角以来，中国科技企业纷纷推出更具价格竞争力的AI服务。这种"中国速度"正在给OpenAI和谷歌等西方巨头的商业模式带来前所未有的压力。虽然目前还难以断言这些新兴力量能否全面超越西方同行，但它们无疑正在重塑全球AI产业的竞争格局。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">在应用场景方面，阿里巴巴的AI技术已经渗透到多个垂直领域。在跨境电商领域，其AI采购助手Accio正在帮助全球买家更高效地寻找商品；在智能汽车领域，Qwen系列模型已经与宝马、小鹏等知名车企达成合作；在金融科技领域，AI风控系统正在提升交易安全性。这些实际应用案例充分证明了阿里巴巴AI技术的商业化潜力。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> </section> <section style="text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;box-sizing: border-box;"> <section style="max-width: 100%;vertical-align: middle;display: inline-block;line-height: 0;box-sizing: border-box;" nodeleaf=""> <img src="/upload/09c0a6dd286412291f088decaccd2f08.jpg" class="rich_pages wxw-img" data-ratio="0.6666666666666666" data-s="300,640" data-type="jpeg" data-w="1080" style="vertical-align: middle;max-width: 100%;width: 100%;box-sizing: border-box;" data-imgfileid="100002105"> </section> </section> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p><span leaf="" style="font-style: normal;font-weight: 400;text-align: justify;font-size: 16px;color: rgb(62, 62, 62);font-family: PingFangSC-light;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;">自2023年以来，阿里通义团队积极推进技术研发，陆续开发出涵盖0.5B、1.5B、3B、7B、14B、32B、72B、110B等多种参数配置的200多款“全尺寸”大模型。这些模型不仅包括文本生成模型，还涉及视觉理解与生成模型、语音理解与生成模型，以及文本到图像和视频的生成模型等，全面覆盖“全模态”应用场景。阿里通义团队的这一重要成果，真正让普通用户和企业能够便捷地获取并使用AI大模型，推动了AI技术的普及和应用。目前，在海内外AI开源社区中，千问Qwen的衍生模型数量已突破10万大关，进一步证明了其在行业中的影响力和技术创新能力。</span> </section> <section style="font-family: PingFangSC-light;padding: 0px 10px;letter-spacing: 1px;line-height: 1.75;box-sizing: border-box;"> <span leaf=""><br></span> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf="">展望未来，阿里巴巴面临的挑战与机遇并存。一方面，其开源策略和终端适配技术确实降低了AI应用门槛，推动了技术普惠；另一方面，在模型性能、生态系统建设等方面，与国际顶尖水平仍存在差距。特别是在全球AI治理和伦理标准日益受到重视的背景下，阿里巴巴需要更加注重技术的负责任发展。随着3800亿元新投资的逐步落地，这家中国科技巨头能否在全球AI竞赛中实现弯道超车，将成为未来几年最值得关注的科技话题之一。</span></p> <p style="white-space: normal;margin: 0px;padding: 0px;box-sizing: border-box;"><span leaf=""><br></span></p> </section> </section> <section class="mp_profile_iframe_wrp" nodeleaf=""> <mp-common-profile class="js_uneditable custom_select_card mp_profile_iframe" data-pluginname="mpprofile" data-nickname="AI音频时代" data-alias="AI-Audio" data-from="0" data-headimg="http://mmbiz.qpic.cn/sz_mmbiz_png/yar0PKrrkUYm321icRQa3QwgI1TZNbo4NeU2HAoC5aOxEamVND2GwjZcxibuXfY9nqicSbVAYpnZ8plvDEMhcNhibg/0?wx_fmt=png" data-signature="AI人工智能专业音频领域的垂直内容，行业发展，关注热点，使用应用等，让AI音频技术离我们每个人越来越近" data-id="Mzg3Mzc2MzA0Mw==" data-is_biz_ban="0" data-service_type="1"></mp-common-profile> </section> <p style="display: none;"> <mp-style-type data-value="3"></mp-style-type></p>
作者：微信小助手
<section data-v-bc4a5df5=""> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.6em;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, " pingfang sc, cambria, cochin, georgia, times, times new roman, serif;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0;><span leaf=""><br></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0;><span leaf=""><br></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0;><span leaf=""><br></span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: Optima-Regular, Optima, PingFangSC-light, PingFangTC-light, " pingfang sc, cambria, cochin, georgia, times, times new roman, serif;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0;><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: Menlo, Monaco, " courier new, monospace; data-mpa-action-id="m7w36lci14eu"> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-size: 14px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px 8px 1.5em;text-align: justify;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, 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system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px;color: rgb(10, 10, 10);font-family: ui-sans-serif, system-ui, sans-serif, " apple color emoji, segoe ui symbol, noto emoji;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;font-size: 0px;line-height: 0; data-pm-slice="0 0 []"><span leaf=""> </span></p> <section style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));color: rgb(10, 10, 10);font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;orphans: 2;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;white-space: normal;background-color: rgb(255, 255, 255);text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 0px 8px 1.5em;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">大家好呀，</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">听说最近百度搞了个大事情！🚀</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">他们新出的AI工具「秒哒」号称能让人靠想法开发应用。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">作为一个程序员，我今天实测了一波。看看他到底几斤几两？</span></p> <h3 data-heading="true" style="box-sizing: border-box;border-width: 0px 0px 1px 4px;border-style: solid solid dashed;border-bottom-color: rgb(0, 152, 116);border-left-color: rgb(0, 152, 116);font-size: 18px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 12px;color: rgb(63, 63, 63);><span leaf="">秒哒到底能做什么？</span></h3> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">简单说就是「</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">动动嘴皮子，自动出网页</span></strong><span leaf="">」的AI开发神器。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">比如你想做个H5邀请函，只要对着对话框说："帮我生成一个带地图导航的樱花节邀请页面"，</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">几分钟</span></strong><span leaf="">就能帮你生成页面。</span></p> <h3 data-heading="true" style="box-sizing: border-box;border-width: 0px 0px 1px 4px;border-style: solid solid dashed;border-bottom-color: rgb(0, 152, 116);border-left-color: rgb(0, 152, 116);font-size: 18px;font-weight: bold;margin: 2em 8px 0.75em 0px;text-align: left;line-height: 1.2;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;padding-left: 12px;color: rgb(63, 63, 63);><span leaf="">话不多说，直接上手！</span></h3> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">不多介绍了，直接测试下开发网页的能力。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">拿什么测呢？巧了，正好家里亲属有一个“塑胶地板公司”，就给这公司做个</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">企业官网</span></strong><span leaf="">吧！</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">话不多说，先登录“秒哒”官网。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/94a81a41963de663c8bb846fed070ca3.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.551760939167556" data-type="other" data-w="937" data-imgfileid="100001876"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">我想了下，如何能让他更全面地了解我的需求呢？</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">嗯，我真是有个使用 AI 的好习惯——</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">将大白话描述输入给 deepseek，</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">让deepseek 整理个需求文档，再发给“秒哒”</span></strong><span leaf="">。让一个 AI 去理解另一个 AI 生成的文档，应该没毛病！</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/4ee12e87d42d75c7ebb6640b91e9dd57.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.5784418356456777" data-type="other" data-w="937" data-imgfileid="100001877"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/e3da19e3be9994f123b15d225dc19ae8.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.5784418356456777" data-type="other" data-w="937" style="width:100%;" data-backw="562" data-backh="325" data-imgfileid="100001878"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: center;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><span textstyle="" style="font-size: 12px;color: rgb(136, 136, 136);">（我用的是元宝的deepseek）</span></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">需求文档有了，直接喂给“秒哒”！</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/dabc4f623c3dffe8a4640c0666df142a.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.8611111111111112" data-type="other" data-w="1080" style="width:405px;height:349px;" data-imgfileid="100001879"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">可以看到，它先调用了架构师、又调用了研发工程师...最后甚至有代码审计和安全性的考虑。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">这个</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">多智能体协同</span></strong><span leaf="">的策略，确实很强。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">大概 5 分钟，网站效果出来了。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/ffec489a4746dae97a592aa6d45ede3f.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001880"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">怎么说呢，只能分几点阐述了：</span></strong></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">1. 我想要的每个页面，他都做了。</span></strong></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">之前我的需求里，有“产品展示”、“案例展示”、“企业介绍”、“资质证书”，他全帮我搞定了。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/ea0c7a7579b32947bf3b25ed046fca13.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001881"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">甚至做了移动端样式，响应式布局的。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/2d6a9990e15c58f8b73343049b41a5e5.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001882"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">2. 不满意的地方，能让他接着改。</span></strong></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">如果有不满意的地方，直接点击网页元素，输入指令，他就能帮你修改，改到满意为止。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">例如先改下首页的地胶效果图。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/00ff22e0dfe3b9ad2360ef8121fdbdcc.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001883"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">好家伙，瞬间就改好了，还给了三个方案。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/fdae684ba30ae66896a3258c400ab2f2.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001884"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">3. 最后看下整体效果。</span></strong></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">然后我针对每个页面进行了微调，最后看下效果吧。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">首页：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/67e7d2c1baa6ea4bafe8ad53f122ebd6.png" alt="image.png" class="rich_pages wxw-img" data-ratio="1.536819637139808" data-type="other" data-w="937" style="width:562px;height:864px;" data-imgfileid="100001885"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">产品展示页：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/c6953b24101bf7640f80b5b927c5f8f6.png" alt="image.png" class="rich_pages wxw-img" data-ratio="1.534685165421558" data-type="other" data-w="937" data-imgfileid="100001886"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">产品详情页（在产品展示页中点击产品，跳转的页面）：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/c1e88f1e3c6f6814b07619c5b86cde5f.png" alt="image.png" class="rich_pages wxw-img" data-ratio="0.6072572038420491" data-type="other" data-w="937" data-imgfileid="100001887"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">案例展示页：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/6c813492b7252b5aef12bfe3ee84f4e2.png" alt="image.png" class="rich_pages wxw-img" data-ratio="1.4194236926360726" data-type="other" data-w="937" data-imgfileid="100001888"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">企业介绍页：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/dc75f7ede77cf758afbd9ec735888360.png" alt="image.png" class="rich_pages wxw-img" data-ratio="1.4834578441835646" data-type="other" data-w="937" data-imgfileid="100001889"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">资质证书页：</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><img src="/upload/1746beaeb067f0b9d335085300a4c12a.png" alt="image.png" class="rich_pages wxw-img" data-ratio="1.5186766275346852" data-type="other" data-w="937" data-imgfileid="100001890"></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">每个页面甚至都有 JS 动态效果，真的无话可说了。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">后续如果想发布到服务器，也可以一键发布：</span></p> <section style="text-align: center;" nodeleaf=""> <img src="/upload/cb041706f78f7ad3b30313642c9abb02.png" class="rich_pages wxw-img" data-ratio="0.6064814814814815" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100001891"> </section> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf=""><br></span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">折腾了这一圈，真是惊呆了。</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">我作为一个纯数据算法+略懂后端的程序员，这不就是</span><strong style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));font-weight: bold;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: inherit;color: rgb(0, 152, 116);><span leaf="">想象中自己</span></strong><span leaf="">的前端开发能力。。。😭</span></p> <p style="box-sizing: border-box;border-width: 0px;border-style: solid;border-color: hsl(var(--border));margin: 1.5em 8px;text-align: left;line-height: 1.75;font-family: -apple-system-font, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;font-size: 15px;letter-spacing: 0.1em;color: rgb(63, 63, 63);><span leaf="">看来，前端程序员真是难上加难了。。。</span></p> </section> </section> </section> </section> </section> </section> </section><ne-clipboard source="https%3A%2F%2Fwww.yuque.com%2Fmaonan-tji8b%2Ftfsnai%2Frs5yvn0bt0o8mnmm" data-pm-slice="0 0 []"></ne-clipboard> </section> </section> </section> </section> </section>
作者：微信小助手
<p cid="n0" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">在搭建RAG系统时，选择合适的向量数据库是至关重要的。向量数据库能够 </span></span><span leaf="" style="line-height: 2em;orphans: 4;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;box-sizing: border-box;><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">高效地</span></span><span leaf="" style="line-height: 2em;orphans: 4;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;box-sizing: border-box;><span textstyle="" style="font-size: 16px;"> 存储和检索大规模的 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">向量数据</span><span textstyle="" style="font-size: 16px;">，为RAG系统提供快速、准确的检索支持。</span></span></span></p> <p cid="n70" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf="">今天针对当下主流的 <span textstyle="" style="color: rgb(0, 128, 255);font-weight: bold;">Milvus、Qdrant、Weavi</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">ate、FAISS、RediSearch </span><span textstyle="" style="font-size: 16px;">等主流向量数据库，他们也都是 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">开源 </span><span textstyle="" style="font-size: 16px;">的向量数据库，给大家简单介绍下，供您参考。</span></span></span></p> <section style="text-align: center;margin-left: 8px;margin-right: 8px;" nodeleaf=""> <img class="rich_pages wxw-img" data-aiimageid="31752996874141696" data-imgfileid="100001220" data-ratio="0.42578125" data-s="300,640" src="/upload/44c55452e31fefcdafcd3ebbb3674615.png" data-w="1024" type="block"> </section> <p cid="n10" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">Milvus</span></span></span></strong></span></p> <p cid="n13" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">Milvus支持多种高效的索引结构，如IVF、HNSW等，能够在 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">毫秒级响应 </span><span textstyle="" style="font-size: 16px;">时间内完成相似性搜索。</span></span></span></p> <p cid="n15" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">它采用 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">分布式架构</span><span textstyle="" style="font-size: 16px;">，可以轻松应对大规模数据集的需求，支持水平扩展。</span></span></span></p> <p cid="n17" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">除了基本的向量搜索功能外，还支持多模态数据管理、数据分片、自动索引优化等高级功能。</span></span></span></p> <p cid="n19" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">目前提供多种编程语言的SDK，方便与现有系统进行无缝集成。适用于大规模推荐系统、RAG、图像检索、自然语言处理等领域。</span></span></span></p> <p cid="n23" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">Qdrant</span></span></span></strong></span></p> <p cid="n26" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">Qdrant 提供 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">非常方便的API</span><span textstyle="" style="font-size: 16px;">，用于存储、搜索和管理点，带有额外有效负载的矢量，支持 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">GPU加速</span><span textstyle="" style="font-size: 16px;">。可用于各种神经网络或基于语义的匹配、分面搜索和其他应用程序。</span></span></span></p> <p cid="n30" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">在处理 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">高维向量数据 </span><span textstyle="" style="font-size: 16px;">和进行 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">快速 </span><span textstyle="" style="font-size: 16px;">相似性搜索方面表现出色。同时也提供了直观的</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">界面</span><span textstyle="" style="font-size: 16px;">和丰富的</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">文档</span><span textstyle="" style="font-size: 16px;">，方便用户快速上手。</span></span></span></p> <p cid="n34" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">Weaviate</span></span></span></strong></span></p> <p cid="n37" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">支持存储、检索和处理向量数据，并具备内置的</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">知识图谱</span><span textstyle="" style="font-size: 16px;">功能。同时还支持文本、图像、视频等多</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">模态数据</span><span textstyle="" style="font-size: 16px;">的向量化处理和检索。</span></span></span></p> <p cid="n41" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">通过REST API和GraphQL接口，方便与其他应用进行集成。也支持分布式部署，适用于</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">大规模数据集</span><span textstyle="" style="font-size: 16px;">的存储和检索。</span></span></span></p> <p cid="n45" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">FAISS</span></span></span></strong></span></p> <p cid="n48" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">提供多种高效的索引结构，如IVF、PQ、HNSW等，能够在大规模向量数据中实现快速检索。支持 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">GPU加速</span><span textstyle="" style="font-size: 16px;">，可以大幅提升搜索速度。</span></span></span></p> <p cid="n52" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">易于与深度学习框架集成，如 PyTorch 和 TensorFlow，方便在机器学习流水线中使用。但它本质上是</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">一个库</span><span textstyle="" style="font-size: 16px;">，而非完整的数据库系统，需要用户</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">自行实现 </span><span textstyle="" style="font-size: 16px;">数据管理、持久化和备份等功能。</span></span></span></p> <p cid="n58" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">RediSearch</span></span></span></strong></span></p> <p cid="n61" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">它是 Redis 的开源向量检索引擎，基于 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">Redis </span><span textstyle="" style="font-size: 16px;">构建，提供了向量检索功能。</span></span></span></p> <p cid="n63" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">得益于Redis的内存数据库特性，RediSearch在 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">检索速度 </span><span textstyle="" style="font-size: 16px;">方面表现出色。并与Redis生态系统无缝集成，方便与现有Redis应用结合使用。</span></span></span></p> <p cid="n67" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">但相比专业的向量数据库，RediSearch在向量检索的</span><span textstyle="" style="font-size: 16px;font-weight: bold;">复杂性</span><span textstyle="" style="font-size: 16px;">和</span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">高级功能</span><span textstyle="" style="font-size: 16px;">方面可能 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">有所欠缺</span><span textstyle="" style="font-size: 16px;">。</span></span></span></p> <p cid="n121" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: center;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="strong"><strong><span md-inline="plain"><span leaf="" style="box-sizing: border-box;"><span textstyle="" style="font-size: 18px;color: rgb(255, 104, 39);">课代表推荐</span></span></span></strong></span></p> <p cid="n122" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">如果您需要搭建一个高性能、可扩展的RAG系统，并且需要处理大规模向量数据和实现快速检索，</span></span></span><span md-inline="strong" style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);">Milvus </span></span></span></strong></span><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">是一个值得考虑的选择。它具备高性能、分布式架构、丰富的功能、易于集成等优点，并且拥有庞大的开发者社区和持续的技术支持。</span></span></span></p> <p cid="n130" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">对于 </span></span></span><span md-inline="strong" style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);">资源有限的小型项目</span></span></span></strong></span><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">，选择 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">Qdrant </span><span textstyle="" style="font-size: 16px;">或 </span><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">RediSearch</span><span textstyle="" style="font-size: 16px;">，前者适合轻量级应用，后者适合与现有Redis系统的集成。</span></span></span></p> <p cid="n133" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">如果您有复杂语义搜索的需求，可以选择 </span></span></span><span md-inline="strong" style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);font-weight: bold;">Weaviate</span></span></span></strong></span><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">，因为它更适合需要复杂元信息过滤和语义搜索的场景。</span></span></span></p> <p cid="n139" mdtype="paragraph" style="box-sizing: border-box;line-height: 2em;orphans: 4;margin: 0.8em 8px;white-space: pre-wrap;color: rgb(51, 51, 51);font-family: " open sans, clear helvetica neue, helvetica, arial, segoe ui emoji, sans-serif;font-size: 16px;font-style: normal;font-variant-ligatures: normal;font-variant-caps: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;widows: 2;word-spacing: 0px;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;text-decoration-style: initial;text-decoration-color: initial;><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;">而 </span></span></span><span md-inline="strong" style="box-sizing: border-box;"><strong style="box-sizing: border-box;"><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);">FAISS</span></span></span></strong></span><span md-inline="plain" style="box-sizing: border-box;"><span leaf=""><span textstyle="" style="font-size: 16px;color: rgb(0, 128, 255);"> </span><span textstyle="" style="font-size: 16px;">可能更适合初学者上手学习向量存储、检索等过程，适合快速体验向量数据库的技术特性。</span></span></span></p> <section style="margin-left: 8px;margin-right: 8px;"> <span leaf=""><span textstyle="" style="font-size: 16px;">最后，附上几个数据库功能对比图：</span></span> </section> <section style="text-align: center;margin-left: 8px;margin-right: 8px;" nodeleaf=""> <img class="rich_pages wxw-img" data-imgfileid="100001219" data-ratio="0.47742663656884876" data-s="300,640" src="/upload/51ef66478b26957e3d254a6bdc136389.png" data-type="png" data-w="886" type="block"> </section> <section style="margin-left: 8px;margin-right: 8px;"> <span leaf=""><span textstyle="" style="font-size: 15px;">注意：这些数据库目前性能、功能等都还在完善中，以上功能对比不一定是最新的情况哈。</span></span> </section> <blockquote></blockquote>
作者：微信小助手
<section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 10px;padding-right: 10px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;font-family: PingFangSC-regular, sans-serif;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.5em;word-spacing: 0em;letter-spacing: 0em;word-break: break-word;overflow-wrap: break-word;text-align: left;" data-pm-slice="0 0 []"> <h1 data-tool="mdnice编辑器" style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 22px;color: rgb(237, 74, 39);line-height: 1.5em;letter-spacing: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: center;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;font-style: normal;flex-direction: column;float: unset;height: auto;justify-content: center;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">一、核心概念解析</span></span><span style="display: none;"></span></h1> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">1.1 嵌入模型（Embedding）</span></span><span style="display: none;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(51, 51, 51);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">作为AI领域的核心基础技术，嵌入模型通过将非结构化数据映射为低维稠密向量，实现语义特征的深度捕捉：</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">文本嵌入</span></strong><span leaf="">：如将语句转换为1536维向量，使"机器学习"与"深度学习"的向量余弦相似度达0.92</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">跨模态嵌入</span></strong><span leaf="">：支持图像与文本的联合向量空间映射，如CLIP模型实现文图互搜</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">1.2 向量模型（Vector Model）</span></span><span style="display: none;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(51, 51, 51);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">作为嵌入技术的下游应用体系，主要包含两大方向：</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">判别式模型</span></strong><span leaf="">：基于SVM/神经网络的分类器（情感分析准确率可达92.3%）</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">检索式模型</span></strong><span leaf="">：利用向量相似度计算（如Faiss索引加速）实现毫秒级语义搜索</span> </section></li> </ul> <h1 data-tool="mdnice编辑器" style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 22px;color: rgb(237, 74, 39);line-height: 1.5em;letter-spacing: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: center;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;font-style: normal;flex-direction: column;float: unset;height: auto;justify-content: center;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">二、主流模型性能全景对比</span></span><span style="display: none;"></span></h1> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">2.1 全球模型排行榜（MTEB基准）</span></span><span style="display: none;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(51, 51, 51);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">参考地址：</span><span leaf="">MTEB Leaderboard - a Hugging Face Space by mteb</span></p> <section data-tool="mdnice编辑器" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;overflow-x: auto;"> <table style="display: table;text-align: left;"> <thead> <tr> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">排名</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">模型名称</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">Zero-shot</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">参数量</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">向量维度</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">最大令牌数</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">任务平均得分</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">任务类型平均的愤怒</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">双语挖掘</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">分类</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">聚类</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">指令检索</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">多标签分类</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">成对分类</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">重排序</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">检索</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;"> <section> <span leaf="">语义文本相似度（STS）</span> </section></th> </tr> </thead> <tbody> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">gemini-embedding-exp-03-07</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Unknown</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">3072</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8192</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">68.32</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.64</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.28</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.82</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.99</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">5.18</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">29.16</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">83.63</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">65.58</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">67.71</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.40</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">2</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Linq-Embed-Mistral</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.47</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.21</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.34</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.24</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">51.27</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">0.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">24.77</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">80.43</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.37</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">58.69</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">74.86</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">3</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">gte-Qwen2-7B-instruct</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">⚠️ NA</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">3584</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.51</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">56.00</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">73.92</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.55</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.36</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">25.48</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">85.13</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">65.55</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.08</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">73.98</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">multilingual-e5-large-instruct</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">560M</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1024</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">514</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.23</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">55.17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">80.13</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">51.54</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-0.40</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.91</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">80.86</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.61</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.12</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">76.81</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">5</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">SFR-Embedding-Mistral</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">96%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.93</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.00</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.00</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.02</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.57</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">0.16</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">24.55</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">80.29</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.19</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.44</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">74.79</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">6</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">GritLM-7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.93</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.83</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.53</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.83</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">50.48</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">3.45</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.77</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.78</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">58.31</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">73.33</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">text-multilingual-embedding-002</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Unknown</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">2048</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.13</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.32</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.73</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.64</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">48.47</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4.08</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.80</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">81.14</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.22</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.68</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">76.11</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">GritLM-8x7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.50</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.39</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">68.17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.55</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">50.88</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">2.44</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">24.43</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.73</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.61</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.54</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">73.16</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">9</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">e5-mistral-7b-instruct</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">99%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.28</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.18</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.58</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.31</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">51.39</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-0.62</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.20</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">81.12</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.82</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">55.75</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">74.02</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">10</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Cohere-embed-multilingual-v3.0</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">⚠️ NA</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Unknown</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1024</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Unknown</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.10</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.31</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.50</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.95</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">47.61</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-1.89</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.74</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.88</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.07</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.16</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">74.80</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">11</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">gte-Qwen2-1.5B-instruct</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">⚠️ NA</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8960</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.47</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.75</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.51</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">58.32</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.59</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">0.74</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">24.02</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">81.58</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.58</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.78</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.61</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">12</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">bilingual-embedding-large</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">98%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">559M</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1024</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">514</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">53.00</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">73.55</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.77</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">47.24</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-3.04</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.36</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.83</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.42</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">55.10</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">77.81</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">13</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">text-embedding-3-large</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">⚠️ NA</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Unknown</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">3072</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8191</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">58.92</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">51.48</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.27</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">47.49</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-2.68</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.03</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.89</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.27</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.68</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">14</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">SFR-Embedding-2_R</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">96%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.91</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">68.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.01</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.33</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-1.80</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">25.19</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">78.58</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.04</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.93</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.04</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">15</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">jasper_en_vision_language_v1</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">92%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8960</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">131072</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.63</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">0.26</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">22.66</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf=""><br></span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">55.12</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.50</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">16</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">stella_en_1.5B_v5</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">92%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8960</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">131072</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">56.54</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">50.01</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">58.56</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">56.69</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">50.21</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">0.21</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">21.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">78.47</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">61.37</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">69.91</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">NV-Embed-v2</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">92%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">7B</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">32768</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">56.25</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">49.64</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.29</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">41.38</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1.04</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">18.63</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">78.94</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">63.82</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">56.72</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">71.10</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">18</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">Solon-embeddings-large-0.1</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">⚠️ NA</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">559M</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">1024</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">514</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.63</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.11</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">76.10</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.84</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">44.74</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-3.48</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">21.40</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">78.72</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.02</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">55.69</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">72.98</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">19</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">KaLM-embedding-multilingual-mini-v1</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">93%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">494M</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">896</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">512</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.05</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">50.13</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">64.77</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">57.57</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">46.35</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-1.50</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">20.67</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">77.70</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.59</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.17</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">70.84</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">20</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">bge-m3</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">98%</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">568M</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">4096</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">8194</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">59.54</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">52.28</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">79.11</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">60.35</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">41.79</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">-3.11</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">20.10</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">80.76</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">62.79</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">54.59</span> </section></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"> <section> <span leaf="">74.12</span> </section></td> </tr> </tbody> </table> </section> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">2.2 细分领域冠军模型</span></span><span style="display: none;"></span></h2> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">中文场景TOP3</span></span><span style="display: none;"></span></h3> <ol style="list-style-type: decimal;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">BGE-M3</span></strong><span leaf="">：支持8192长文本，金融领域语义相似度达87.2%</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">M3E-base</span></strong><span leaf="">：轻量级模型推理速度达2300 QPS</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">Ernie-3.0</span></strong><span leaf="">：百度知识图谱融合模型，摘要生成ROUGE-L值72.1</span> </section></li> </ol> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">跨语言模型TOP3</span></span><span style="display: none;"></span></h3> <ol style="list-style-type: decimal;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">BGE-M3</span></strong><span leaf="">：支持108种语言混合检索，跨语言映射准确率82.3%</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">Nomic-ai</span></strong><span leaf="">：8192 tokens长文本处理能力，合同解析效率提升40%</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">Jina-v2</span></strong><span leaf="">：512维轻量化设计，边缘设备内存占用<800MB</span> </section></li> </ol> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">2.3 企业级选型策略</span></span><span style="display: none;"></span></h2> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/bc816d3911089605935069c4a230da3a.png" alt="image.png|550" class="rich_pages wxw-img" data-ratio="1.0083333333333333" data-type="png" data-w="1080" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100000837"></span> <figcaption style="color: rgb(136, 136, 136);font-size: 14px;line-height: 1.5em;letter-spacing: 0em;text-align: center;font-weight: normal;margin-top: 5px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"> <span leaf="">image.png|550</span> </figcaption> </figure> <h1 data-tool="mdnice编辑器" style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 22px;color: rgb(237, 74, 39);line-height: 1.5em;letter-spacing: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: center;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;font-style: normal;flex-direction: column;float: unset;height: auto;justify-content: center;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">三、技术架构创新趋势</span></span><span style="display: none;"></span></h1> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">3.1 </span><strong style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0em;line-height: 1.5em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">动态维度输出技术</span></strong></span><span style="display: none;"></span></h2> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">Matryoshka嵌套向量</span></strong><span leaf="">：通过训练模型输出256-1792维的灵活向量（如BGE-M3模型），实现不同精度需求的按需裁剪，资源利用率提升40%</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">稀疏注意力机制</span></strong><span leaf="">：NV-Embed采用潜在注意力层替代传统均值池化，使关键语义捕获效率提升58%</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">3.2 </span><strong style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0em;line-height: 1.5em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">跨模态统一空间构建</span></strong></span><span style="display: none;"></span></h2> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">多模态对齐架构</span></strong><span leaf="">：CLIP-like模型（如阿里云M6）实现文本-图像-音频的联合嵌入，医疗影像报告分析准确率提升至89%</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">层次化表征学习</span></strong><span leaf="">：分层编码器将对象拆解为原子特征（颜色/形状/纹理），支持组合式生成（如AI绘画中的风格迁移）</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(0, 0, 0);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">3.3 </span><strong style="align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0em;line-height: 1.5em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">上下文理解增强</span></strong></span><span style="display: none;"></span></h2> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">双向时序建模</span></strong><span leaf="">：在Transformer架构中引入时间戳嵌入，实现动态上下文感知（如金融合同版本差异识别）</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(0, 0, 0);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">因果推理嵌入</span></strong><span leaf="">：通过因果图网络构建因果向量空间，解决传统相似度计算的逻辑谬误问题</span> </section></li> </ul> <section nodeleaf=""> <mp-common-cpsad class="js_uneditable custom_select_card new_cps_iframe" data-pluginname="mpcps" data-adtype="mini-game" data-templateid="video-play" data-cpsversion="v120" data-goodssouce="1" data-videocarddata="{" name:快点躲起来,categoryname:小游戏,videocoverurl:https: mmgame.qpic.cn image c4590229f44931548b7567400fc8f0600499f88f3900ab44a2d763baf615c3af 0,videouid:wxv_3486641890966061064,categoryinfo:模拟经营} data-showchangebtn="1" data-disablechangevideo="1" data-traceid="d2f402f0-e38c-4edf-9d8c-b73aa226b28awx100c3f1a898ad04b" data-appid="wx100c3f1a898ad04b"></mp-common-cpsad> </section> <section style="margin-top:5px;margin-bottom:5px;color:rgb(1, 1, 1);font-size:16px;line-height:1.8em;letter-spacing:0em;text-align:left;font-weight:normal;"> <span leaf=""><br></span> </section> </section> <p style="display: none;"> <mp-style-type data-value="3"></mp-style-type></p>
作者：微信小助手
<section class="mp_profile_iframe_wrp" nodeleaf=""> <mp-common-profile class="js_uneditable custom_select_card mp_profile_iframe" data-pluginname="mpprofile" data-nickname="各种折腾" data-alias="zt_nas" data-from="0" data-headimg="http://mmbiz.qpic.cn/mmbiz_png/Cibq2rFYLAaFkMxiccLjtib3HibLwnBiaw2wayC2qpwKSibe1vTprpMoNT0hTDyMoJlnOWyfbiaLw1MgNIgMcJ3ibWVa7w/0?wx_fmt=png" data-signature="聚沙成塔，集腋成裘" data-id="MzI1NTQxMzc3MA==" data-is_biz_ban="0" data-service_type="1"></mp-common-profile> </section> <section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 10px;padding-right: 10px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;font-family: PingFangSC-regular, sans-serif;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.5em;word-spacing: 0em;letter-spacing: 0em;word-break: break-word;overflow-wrap: break-word;text-align: left;"> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">简介</span></span><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">什么是 Stock-Scanner ？</span></strong></p> <blockquote style="margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Stock-Scanner</span></code><span leaf=""> 是一个使用 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Python</span></code><span leaf=""> 开发的股票量化回测和实时监控系统。 它旨在帮助投资者验证量化交易策略的有效性，并在实际交易中监控股票市场，发出交易信号。</span></p> </blockquote> <h2 data-tool="mdnice编辑器" style="background-color: rgb(251, 251, 251);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(255, 255, 255);background-color: rgb(33, 33, 34);line-height: 2.4em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 15px;padding-right: 30px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 40px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">主要特点</span></span><span style="display: none;"></span></h2> <ol style="list-style-type: decimal;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">单股票分析</span></strong><span leaf="">：</span></p> </section></li> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">实时计算多种技术指标（如移动平均线、</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">RSI</span></code><span leaf="">、</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">MACD</span></code><span leaf="">等）。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">生成详细的股票分析报告。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">提供个别股票的投资建议。</span> </section></li> </ul> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">全市场扫描</span></strong><span leaf="">：</span></p> </section></li> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">扫描全部 A 股股票。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">根据多维度技术指标进行评分，以筛选出高潜力股票。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">按价格区间生成分析报告。</span> </section></li> </ul> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <p style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">技术指标支持</span></strong><span leaf="">：</span></p> </section></li> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">移动平均线 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Moving Average</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">相对强弱指数 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">RSI</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">移动平均收敛发散指标 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">MACD</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">布林带 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Bollinger Bands</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">能量潮指标 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">OBV</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">随机指标 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Stochastic Oscillator</span></code><span leaf="">)</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">平均真实波动范围 (</span><code style="background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">ATR</span></code><span leaf="">)</span> </section></li> </ul> </ol> <h2 data-tool="mdnice编辑器" style="background-color: rgb(251, 251, 251);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(255, 255, 255);background-color: rgb(33, 33, 34);line-height: 2.4em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 15px;padding-right: 30px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 40px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">应用场景</span></span><span style="display: none;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Stock-Scanner</span></code><span leaf=""> 适用于：</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">个人投资者:</span></strong><span leaf=""> 为个人投资者提供技术分析工具，帮助他们做出更明智的投资决策。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">金融机构:</span></strong><span leaf=""> 构建和维护量化交易系统，验证和优化量化交易策略。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <strong style="color: rgb(239, 112, 96);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">教育和研究</span></strong><span leaf="">：可以用作学习和研究股票市场的工具，适合学生和研究人员。</span> </section></li> </ul> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Stock-Scanner</span></code><span leaf=""> 是一个功能强大的工具，结合了技术分析和用户友好的界面，适合各类用户进行股票分析和决策支持。通过其开放源代码的特性，用户也可以根据自己的需求进行定制和扩展。</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/291b4beb01facf65621aeb6c0ebfcdd2.png" class="rich_pages wxw-img" data-ratio="0.5648148148148148" data-type="png" data-w="1080" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023155"></span> </figure> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">准备</span></span><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">需要用到 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">Gemini API</span></code><span leaf="">，如果网络需要不好，可以参考上一篇文章</span></p> <blockquote class="js_blockquote_wrap"> <section class="js_blockquote_digest"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">文章传送门：</span><span leaf="">国内免代理使用Gemini API</span></p> </section> <section class="blockquote_info js_blockquote_source" data-json="%7B%22type%22%3A%22inner%22%2C%22article%22%3A%7B%22title%22%3A%22%E5%9B%BD%E5%86%85%E5%85%8D%E4%BB%A3%E7%90%86%E4%BD%BF%E7%94%A8Gemini%20API%22%2C%22url%22%3A%22http%3A%2F%2Fmp.weixin.qq.com%2Fs%3F__biz%3DMzI1NTQxMzc3MA%3D%3D%26mid%3D2247506796%26idx%3D1%26sn%3D4419a05ec2848dc42daee9142ebb1f44%26chksm%3Dea34c009dd43491f28aa0209180338dabd61c9d0f46d793c06c4da071158ed11c307b0e4f272%23rd%22%2C%22nickname%22%3A%22%E5%90%84%E7%A7%8D%E6%8A%98%E8%85%BE%22%2C%22authorName%22%3A%22%E6%9D%A8%E6%B5%A6%E8%80%81%E8%8B%8F%22%7D%7D"> <span class="blockquote_biz">杨浦老苏，公众号：各种折腾<a class="blockquote_article" href="http://mp.weixin.qq.com/s?__biz=MzI1NTQxMzc3MA==&mid=2247506796&idx=1&sn=4419a05ec2848dc42daee9142ebb1f44&chksm=ea34c009dd43491f28aa0209180338dabd61c9d0f46d793c06c4da071158ed11c307b0e4f272#rd">国内免代理使用Gemini API</a></span> </section> </blockquote> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">否则，你可以略过这一步。可能用其他的大模型也可以，但老苏没试过</span></p> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">安装</span></span><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在群晖上以 Docker 方式安装。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在注册表中搜索 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">lanzhihong</span></code><span leaf=""> ，选择第一个 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">lanzhihong/stock-scanner</span></code><span leaf="">，版本选择 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">latest</span></code><span leaf="">。</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/15106bfc04450602e8c0a9884fb2f16e.png" class="rich_pages wxw-img" data-ratio="0.44181646168401134" data-type="png" data-w="1057" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023153"></span> </figure> <h2 data-tool="mdnice编辑器" style="background-color: rgb(251, 251, 251);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(255, 255, 255);background-color: rgb(33, 33, 34);line-height: 2.4em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 15px;padding-right: 30px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 40px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">端口</span></span><span style="display: none;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">本地端口不冲突就行，不确定的话可以用命令查一下</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg zzsytpevianst9lcfso92pezxa2wplybzbicxpianjjvkwisjeoddjfamcvmqnhfrszbohosxcu7cgb8tdfn7mcwbvzjmptdfgr 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 查看端口占用</span></span><span leaf=""><br></span><span leaf="">netstat -tunlp | grep 端口号</span><span leaf=""><br></span></code></pre> <section data-tool="mdnice编辑器" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;overflow-x: auto;"> <table style="display: table;text-align: left;"> <thead> <tr> <th style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.5em;letter-spacing: 0em;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;text-align: center;"> <section> <span leaf="">本地端口</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.5em;letter-spacing: 0em;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;text-align: center;"> <section> <span leaf="">容器端口</span> </section></th> </tr> </thead> <tbody> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"><code><span leaf="">8888</span></code></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"><code><span leaf="">8888</span></code></td> </tr> </tbody> </table> </section> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/1afd2467b659dc91ec4c65965fa55ec2.png" class="rich_pages wxw-img" data-ratio="0.3323029366306028" data-type="png" data-w="647" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023152"></span> </figure> <h2 data-tool="mdnice编辑器" style="background-color: rgb(251, 251, 251);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"></span><span style="font-size: 18px;color: rgb(255, 255, 255);background-color: rgb(33, 33, 34);line-height: 2.4em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 15px;padding-right: 30px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 40px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">环境</span></span><span style="display: none;"></span></h2> <section data-tool="mdnice编辑器" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;overflow-x: auto;"> <table style="display: table;text-align: left;"> <thead> <tr> <th style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.5em;letter-spacing: 0em;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;text-align: center;"> <section> <span leaf="">可变</span> </section></th> <th style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.5em;letter-spacing: 0em;font-weight: bold;background: none 0% 0% / auto no-repeat scroll padding-box border-box rgb(240, 240, 240);height: auto;border-style: solid;border-width: 1px;border-color: rgba(204, 204, 204, 0.4);border-radius: 0px;padding: 5px 10px;min-width: 85px;text-align: center;"> <section> <span leaf="">值</span> </section></th> </tr> </thead> <tbody> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"><code><span leaf="">GEMINI_API_KEY</span></code></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"> <section> <span leaf="">设为你的 </span><code><span leaf="">gemini api key</span></code> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(248, 248, 248);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"><code><span leaf="">GEMINI_API_URL</span></code></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"> <section> <span leaf="">设为 </span><code><span leaf="">gemini</span></code><span leaf=""> 的地址，使用的你自己代理的地址</span> </section></td> </tr> <tr style="color: rgb(0, 0, 0);background-attachment: scroll;background-clip: border-box;background-color: rgb(255, 255, 255);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;"> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"><code><span leaf="">GEMINI_API_MODEL</span></code></td> <td style="padding-top: 5px;padding-right: 10px;padding-bottom: 5px;padding-left: 10px;min-width: 85px;border-top-style: solid;border-bottom-style: solid;border-left-style: solid;border-right-style: solid;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgba(204, 204, 204, 0.4);border-bottom-color: rgba(204, 204, 204, 0.4);border-left-color: rgba(204, 204, 204, 0.4);border-right-color: rgba(204, 204, 204, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;text-align: center;"> <section> <span leaf="">设置 </span><code><span leaf="">gemini</span></code><span leaf=""> 模型</span> </section></td> </tr> </tbody> </table> </section> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/4d1d31e652b81f69205a8a87616603a6.png" class="rich_pages wxw-img" data-ratio="0.8423493044822257" data-type="png" data-w="647" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023156"></span> </figure> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">命令行安装</span></span><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">如果你熟悉命令行，可能用 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">docker cli</span></code><span leaf=""> 更快捷</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg zzsytpevianst9lcfso92pezxa2wplybzbicxpianjjvkwisjeoddjfamcvmqnhfrszbohosxcu7cgb8tdfn7mcwbvzjmptdfgr 640?wx_fmt="svg&from=appmsg");""></span><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 运行容器</span></span><span leaf=""><br></span><span leaf="">docker run -d \</span><span leaf=""><br></span><span leaf=""> --name stock-scanner \</span><span leaf=""><br></span><span leaf=""> -p 8888:8888 \</span><span leaf=""><br></span><span leaf=""> -e GEMINI_API_KEY=<你的 gemini api kay> \</span><span leaf=""><br></span><span leaf=""> -e GEMINI_API_URL=<你的 gemini api url> \</span><span leaf=""><br></span><span leaf=""> -e GEMINI_API_MODEL=<你的 gemini 模型> \</span><span leaf=""><br></span><span leaf=""> lanzhihong/stock-scanner:latest</span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">也可以用 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">docker-compose</span></code><span leaf=""> 安装，将下面的内容保存为 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">docker-compose.yml</span></code><span leaf=""> 文件</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg zzsytpevianst9lcfso92pezxa2wplybzbicxpianjjvkwisjeoddjfamcvmqnhfrszbohosxcu7cgb8tdfn7mcwbvzjmptdfgr 640?wx_fmt="svg&from=appmsg");""></span><sider-code-explain></sider-code-explain><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #d19a66;line-height: 26px;"><span leaf="">version:</span></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'3'</span></span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #d19a66;line-height: 26px;"><span leaf="">services:</span></span><span leaf=""><br></span><span style="color: #d19a66;line-height: 26px;"><span leaf="">stock-scanner:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">image:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">lanzhihong/stock-scanner:latest</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">container_name:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">stock-scanner</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">restart:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">always</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">ports:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">-</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">"8888:8888"</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">environment:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">GEMINI_API_KEY:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">"<你的 gemini api key>"</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">GEMINI_API_URL:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">"<你的 gemini api url>"</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">GEMINI_API_MODEL:</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">"<你的 gemini 模型>"</span></span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">然后执行下面的命令</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg zzsytpevianst9lcfso92pezxa2wplybzbicxpianjjvkwisjeoddjfamcvmqnhfrszbohosxcu7cgb8tdfn7mcwbvzjmptdfgr 640?wx_fmt="svg&from=appmsg");""></span><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><sider-code-explain></sider-code-explain><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 新建文件夹 stock-scanner</span></span><span leaf=""><br></span><span leaf="">mkdir -p /volume1/docker/stock-scanner</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 进入 stock-scanner 目录</span></span><span leaf=""><br></span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">cd</span></span><span leaf=""> /volume1/docker/stock-scanner</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 将 docker-compose.yml 放入当前目录</span></span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 一键启动</span></span><span leaf=""><br></span><span leaf="">docker-compose up -d</span><span leaf=""><br></span></code></pre> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/4461a102ebdcf42dbf8d506cf93dc1ec.png" class="rich_pages wxw-img" data-ratio="0.24720670391061453" data-type="png" data-w="716" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023154"></span> </figure> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">运行</span></span><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在浏览器中输入 </span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">http://群晖IP:8888</span></code><span leaf=""> 就能看到主界面</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/291b4beb01facf65621aeb6c0ebfcdd2.png" class="rich_pages wxw-img" data-ratio="0.5648148148148148" data-type="png" data-w="1080" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023159"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">老苏不炒股，所知有限，随便输了一只股票的代码</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/2d66ca8a1c0604296ccaa2e01b29e1d8.png" class="rich_pages wxw-img" data-ratio="0.674812030075188" data-type="png" data-w="1064" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023161"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">分析完成</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/474edddd7972e24cd614424844070939.png" class="rich_pages wxw-img" data-ratio="3.5386081982840802" data-type="png" data-w="1049" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100023162"></span> </figure> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"></span><span style="font-size: 24px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">参考文档</span></span><span style="display: none;"></span></h1> <blockquote style="margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(0, 0, 0);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">DR-lin-eng/stock-scanner: 开源量化分析</span><span leaf=""><br></span><span leaf="">地址：</span><span leaf="">https://github.com/DR-lin-eng/stock-scanner</span></p> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">lanzhihong6/stock-scanner: 开源量化分析</span><span leaf=""><br></span><span leaf="">地址：</span><span leaf="">https://github.com/lanzhihong6/stock-scanner</span></p> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">基于几位佬友的代码，改了个AI分析股票的小工具，给大家玩玩 - 开发调优 - LINUX DO</span><span leaf=""><br></span><span leaf="">地址：</span><span leaf="">https://linux.do/t/topic/464699</span></p> </blockquote> <section class="mp_profile_iframe_wrp" nodeleaf=""> <mp-common-profile class="js_uneditable custom_select_card mp_profile_iframe" data-pluginname="mpprofile" data-nickname="各种折腾" data-alias="zt_nas" data-from="0" data-headimg="http://mmbiz.qpic.cn/mmbiz_png/Cibq2rFYLAaFkMxiccLjtib3HibLwnBiaw2wayC2qpwKSibe1vTprpMoNT0hTDyMoJlnOWyfbiaLw1MgNIgMcJ3ibWVa7w/0?wx_fmt=png" data-signature="聚沙成塔，集腋成裘" data-id="MzI1NTQxMzc3MA==" data-is_biz_ban="0" data-service_type="1"></mp-common-profile> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">@所有人：写文不易，如果你都看到了这里，请点个</span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">赞</span></code><span leaf="">和</span><code style="color: rgb(239, 112, 96);font-size: 14px;line-height: 1.8em;letter-spacing: 0em;background-attachment: scroll;background-clip: border-box;background-color: rgba(27, 31, 35, 0.05);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 2px;margin-right: 2px;padding-top: 2px;padding-bottom: 2px;padding-left: 4px;padding-right: 4px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 4px;border-top-right-radius: 4px;border-bottom-right-radius: 4px;border-bottom-left-radius: 4px;overflow-wrap: break-word;font-family: 'Operator Mono', Consolas, Monaco, Menlo, monospace;word-break: break-all;"><span leaf="">在看</span></code><span leaf="">，分享给更多的朋友；为确保你能收到每一篇文章，请主页右上角设置星标。点点广告就是对老苏最大的支持。</span></p> </section> <p style="display: none;"> <mp-style-type data-value="3"></mp-style-type></p>
作者：微信小助手
<section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style=""> <blockquote style="margin-top: 20px;margin-bottom: 20px;margin-left: 0px;margin-right: 0px;padding-top: 10px;padding-bottom: 10px;padding-left: 20px;padding-right: 10px;border-top-style: none;border-bottom-style: none;border-left-style: solid;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgb(100, 169, 176);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: rgba(74, 174, 186, 0.05);background-image: linear-gradient(90deg, rgba(254, 255, 232, 0.7) 0%, rgba(241, 232, 255, 0.7) 100%), none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px inset;display: block;overflow-x: auto;overflow-y: auto;"> <span style="display: none;color: rgb(104, 127, 153);font-size: 16px;line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: normal;"></span> <p style="text-indent: 0em;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;margin-top: 0px;margin-right: 0px;margin-bottom: 0px;margin-left: 0px;"><span leaf="">前几天我们提到，在飞书表格输入一个笔记链接，就能获取这个笔记下的标题、文案、内容、评论，甚至无水印视频，但是这还远远不够。</span></p> </blockquote> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">今天我给大家分享一个更炸裂的组合，输入对标用户的主页链接，只需要5分钟，你就能在多维表看到这个主页下的所有爆款笔记的详细信息，再也不需要一个个笔记记录分析了！</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">这是什么概念？相当于你直接偷了敌方水晶！一炮打到了敌方军事大本营！原本一个星期干完的活直接1小时干完！ 比如下面这个主页（仅作参考，无引导意向），直接看效果，</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-imgfileid="100002127" data-ratio="0.4638888888888889" data-s="300,640" data-type="png" data-w="1080" type="block" style="height: auto !important;" src="/upload/2c2046b088abe0bd35cb89ad93f14f17.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">输入主页链接、飞书多维表链接、数据表名称，奇迹就这么发生了。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.9739130434782609" data-s="300,640" data-type="png" data-w="1035" type="block" data-imgfileid="100002128" style="height: auto !important;" src="/upload/c5fb0dbbca58a3faf126411501b25257.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">下面未能提取到的是因为我用的小号是基础版，直接把我一天deepseek的资源耗光了，属于正常现象。所以我今天也是暂时在coze用不了deepseek了（sad~）</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.5564814814814815" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002129" style="height: auto !important;" src="/upload/939f34779f2de2004c2bfe139280e7bf.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">那么，这个自动化提取是怎么做的呢？接下来手把手教大家，看完就能学会！一些基础操作不会的可以问我，或者翻一下我以前的一篇智能体创建教学(https://mp.weixin.qq.com/s/6Ql5c9DXJbc05v3qKyMc6Q)</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">要完成整个自动化流程只需要两步：</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">1、发布单片笔记分析的字段捷径，详情可以看我主页这篇《deepseek+coze+飞书多维表，为你深度拆解爆款笔记，直接下载无水印视频》。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">2、发布一个根据用户主页链接提取笔记链接并新增到飞书多维表的agent。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">为了节省大家阅读时间和理解程度，这一篇我们主要介绍第2步，也就是第1步的字段捷径已经成功发布到飞书多维表了，接下来我们只需要做一个工作流，把主页链接全部提取出来然后发送到飞书多维表即可！</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">先看一下整体的工作流概览，流程很简单，五个节点就能搞定！代码节点直接分享代码原文。还不会的直接私信我。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.06574074074074074" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002130" style="height: auto !important;" src="/upload/a50605532a8efa1bea46e13cd731202f.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第一步，新建工作流，配置开始节点，开始节点就是文章开头我们需要输入的三个字段内容。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-imgfileid="100002131" data-ratio="0.9722891566265061" data-s="300,640" data-type="png" data-w="830" type="block" style="height: auto !important;" src="/upload/386386d6f03c4e50dccffdda0bcf6406.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.7944444444444444" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002132" style="height: auto !important;" src="/upload/38fb98a5d365f5dbf136bf25f9c949f0.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第二步，添加插件节点，在商店搜索以下插件，直接添加。cookie的获取在《深度拆解爆款笔记》有详细讲过。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.4638888888888889" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002133" style="height: auto !important;" src="/upload/ab89450c78930b0a4f2df74aad11a5a4.png"> </section> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.4638888888888889" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002134" style="height: auto !important;" src="/upload/0456e9a127735cac2ea35c0f5675ed98.png"> </section> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.975" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002135" style="height: auto !important;" src="/upload/c5ad1fa062cda8c9f5470abed6d99951.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第三步，通过代码节点，把前面几步输出的内容做规范化输出，就比如文章开头的列表格式。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.9175925925925926" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002136" style="height: auto !important;" src="/upload/ff6c52d2943344a14c0bf976448357cb.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">原始代码如下，注意选择python代码：</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg dxkesjqbp4qic17kamboyscrjtmojm01t629ntk9rmz1qpalpmkg2ficjzeyjfalmqdeiex5z8aqqjoagpxnl9rulwiadtjibatx 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf="">async def main(args: Args) -> Output:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 从参数中获取notes数组，默认空数组防止None</span></span><span leaf=""><br></span><span leaf=""> notes = args.params.get(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'notes'</span></span><span leaf="">, [])</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> records = []</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 遍历每个笔记对象</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> note_obj </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> notes:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 使用get方法安全获取note_url</span></span><span leaf=""><br></span><span leaf=""> note_url = note_obj.get(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'note_url'</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> note_url is not None:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 构造符合要求的字段格式</span></span><span leaf=""><br></span><span leaf=""> record = {</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"fields"</span></span><span leaf="">: f</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'{{"note_url":"{note_url}"}}'</span></span><span leaf=""><br></span><span leaf=""> }</span><span leaf=""><br></span><span leaf=""> records.append(record)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 返回符合输出结构的对象</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #e6c07b;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> {</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"records"</span></span><span leaf="">: records}</span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第四步，增加飞书多维表的增加记录插件，app_token就是第一步用户输入的多维表链接，table_name就是第一步用户输入的数据表名称</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-imgfileid="100002137" data-ratio="0.4638888888888889" data-s="300,640" data-type="png" data-w="1080" type="block" style="height: auto !important;" src="/upload/85c1f405dff98aad5656c76d576a5153.png"> </section> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.8231481481481482" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002138" style="height: auto !important;" src="/upload/51253abfa45946349e736118fe7fb29d.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">第五步，配置结束节点。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.7361111111111112" data-s="300,640" data-type="png" data-w="1080" type="block" data-imgfileid="100002139" style="height: auto !important;" src="/upload/1c75f81a2062eb0c353f21730aae21f4.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">工作流发布后，我们可以把工作流绑定到应用或者智能体，为了方便演示，我这里是绑定到智能体，在智能体的快捷指令添加如下内容，直接绑定用户输入后要调用的工作流。</span></p> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-ratio="0.5539033457249071" data-s="300,640" data-type="png" data-w="807" type="block" data-imgfileid="100002140" style="height: auto !important;" src="/upload/43d641a5bfe1a4280b7e115fd4f3675e.png"> </section> <section style="text-align: center;" nodeleaf=""> <img class="rich_pages wxw-img" data-imgfileid="100002141" data-ratio="0.5768518518518518" data-s="300,640" data-type="png" data-w="1080" type="block" style="height: auto !important;" src="/upload/33ede7cd65097e482784bbaf0bf94237.png"> </section> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><br></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 15px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">最后发布这个智能体，就能在商店像我文章开头那样直接使用了，也可以选择不发布，作为自己私人的提效神器。</span></p> </section>
作者：微信小助手
<section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style="margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 10px;padding-right: 10px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: linear-gradient(90deg, rgba(50, 0, 0, 0.03) 0%, rgba(255, 255, 255, 0) 11.49%), linear-gradient(360deg, rgba(50, 0, 0, 0.04) 0%, rgba(255, 255, 255, 0) 12.16%);background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: repeat, repeat;background-size: 20px 20px, 20px 20px;width: auto;font-family: Optima, PingFangSC-light, serif;font-size: 16px;color: rgb(0, 0, 0);line-height: 1.5em;word-spacing: 0em;letter-spacing: 0em;word-break: break-word;overflow-wrap: break-word;text-align: left;" data-pm-slice="0 0 []"> <section class="mp_profile_iframe_wrp" nodeleaf=""> <mp-common-profile class="js_uneditable custom_select_card mp_profile_iframe" data-pluginname="mpprofile" data-nickname="数据圈" data-from="0" data-headimg="http://mmbiz.qpic.cn/mmbiz_png/dSWgUyzUhYEzpvUjgM51NJKDVicbX0FfXKgp3jBBQ4ibFYj0lP8y4cCRUWssK6QanLJ2jdJxriaooc97c8UHf1Idg/0?wx_fmt=png" data-signature="大数据开发、面试、技术分享、Flink、Hadoop、Spark、Hive、离线、实时数仓、职场感悟。" data-id="MzkwNDIwMDc3Ng==" data-is_biz_ban="0" data-service_type="1"></mp-common-profile> </section> <h1 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;"><span style="display: none;"></span></h1> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""> 在人工智能时代，掌握如何与AI工具（如ChatGPT、DALL-E、Midjourney等）有效交互，已经成为一项必备技能。而这一切的核心，就在于如何编写高质量的AI提示词（Prompt）。本文将为你详细介绍如何从入门到精通，逐步提升你的提示词技巧，让AI更好地理解并满足你的需求。<img class="rich_pages wxw-img" data-imgfileid="100002643" data-ratio="0.89086859688196" src="/upload/2226f0473a6a577c26e3eb693d4054eb.png" data-type="png" data-w="898" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;"></span></p> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">一、明确目标</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">核心问题</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""> 首先，你需要明确你希望AI完成什么任务。是生成文本、回答问题、创作图片，还是进行数据分析？明确目标是编写有效提示词的第一步。</span></p> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">避免模糊</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">使用具体、清晰的描述代替笼统的表述。模糊的提示词会导致AI生成不相关或不符合预期的结果。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">❌ 模糊</span></strong><span leaf="">：“写一篇关于环保的文章。”</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">✅ 具体</span></strong><span leaf="">：“用通俗易懂的语言，写一篇800字左右的科普文章，主题是‘塑料污染对海洋生物的影响’，要求包含数据案例和解决方案。”</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">二、结构化提示</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">角色设定</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">为AI指定一个角色，可以引导其输出更符合预期的风格和内容。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“你是一位资深营养师，请为20-30的男性健身群体设计一份一周的早餐食谱。”</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">分步指令</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">对于复杂任务，将其拆解为多个步骤，逐步引导AI完成。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：</span> </section></li> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">第一步</span></strong><span leaf="">：分析用户提供的销售数据。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">第二步</span></strong><span leaf="">：总结增长最快的产品类别。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">第三步</span></strong><span leaf="">：提出3条改进建议。</span> </section></li> </ul> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">三、上下文与约束</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">提供背景信息</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">补充必要的细节，帮助AI更好地理解任务背景，限制其生成范围。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“目标用户是10岁儿童，用口语化语言解释二元一次方程的基本概念。”</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">格式要求</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">明确指定输出形式，如列表、表格、代码、故事等。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“将以下内容整理成Markdown表格，包含书名、作者和评分三列。”</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">四、示例引导</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">给出示例</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">通过提供具体的示例，明确期望的输出风格或结构。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“模仿下面这段话的幽默风格，写一段关于咖啡的广告文案： 【示例】为什么程序员爱喝咖啡？因为Java是他们的母语，而咖啡是他们的燃料！”</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">五、调整语气与风格</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">指定语气</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">根据需求指定输出的语气，如正式、轻松、学术、幽默等。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“用小红书博主的活泼口吻，推荐一款适合夏天的防晒霜。”</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">指定文体</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">明确指定输出的文体，如诗歌、报告、对话、剧本等。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“将《哈利波特》的故事梗概改编成五言绝句。”</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">六、迭代优化</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">逐步改进</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">根据首次输出的不足，逐步添加细节或修正指令，逐步优化输出结果。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：首次输出太笼统 → 补充：“请加入具体的历史事件案例，并对比不同学者的观点。”</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">七、避免常见错误</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">歧义词汇</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">避免使用“更好”“更多”等模糊词，改用量化标准。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">❌ 模糊</span></strong><span leaf="">：“写得更专业一些。”</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">✅ 具体</span></strong><span leaf="">：“用学术论文的风格，包含至少5篇参考文献。”</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">过度复杂</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">避免冗长句子，合理分段，确保提示词简洁明了。</span></p> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">八、高级技巧</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">参数设置</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">调整温度参数，控制输出的随机性和稳定性。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">高温度（如0.8）</span></strong><span leaf="">：让输出更随机，适合创意性任务。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">低温度（如0.2）</span></strong><span leaf="">：让输出更稳定，适合需要精确结果的场景。</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;" data-pm-slice="3 2 [" para,{tagname:section,attributes:{data-tool:mdnice编辑器,data-website:https: www.mdnice.com,style:margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 10px;padding-right: 10px;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0);background-image: linear-gradient(90deg, rgba(50, 0.03) 0%, rgba(255, 255, 0) 11.49%), linear-gradient(360deg, 0.04) 12.16%);background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: repeat, repeat;background-size: 20px 20px, 20px;width: auto;font-family: optima, pingfangsc-light, serif;font-size: 16px;color: rgb(0, 0);line-height: 1.5em;word-spacing: 0em;letter-spacing: 0em;word-break: break-word;overflow-wrap: break-word;text-align: left;,data-pm-slice:0 0 []},namespaceuri:http: www.w3.org 1999 xhtml},list,{type:ul,style:list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 25px;padding-right: 0px;color: 0);,class:list-paddingleft-1},listitem,{style:}]> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">记忆量</span></strong><span leaf="">：AI记忆也就是对话的上下文，合理长度的上下文，有助于构建AI的注意力，帮助AI聚焦问题焦点。</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">关键词强调</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">用引号或大写突出关键信息，帮助AI更好地理解重点。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：“生成一首诗，主题是‘孤独’，关键词包括‘灯塔’‘海浪’‘星空’。”</span> </section></li> </ul> <h3 data-cacheurl="" data-remoteid="" data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 50%;background-position-y: 50%;background-repeat: no-repeat;background-size: 30px 30px;width: auto;height: auto;align-items: unset;box-shadow: none;display: flex;flex-direction: unset;float: unset;justify-content: center;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;text-align: left;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhh9mmic9v1xicacbq4jowkttvbzcgnia8kia0suyagvhwaa0ycpp7frffxa 640?wx_fmt="png&from=appmsg");""><span style="display: none;"></span><span style="font-size: 18px;color: rgb(43, 43, 43);line-height: 2.4em;letter-spacing: 0em;margin-top: 38px;margin-bottom: 10px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: 38px;justify-content: unset;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: center;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">多模型结合</span></span><span style="display: none;"></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">利用不同AI工具的优势，结合使用以获得最佳效果。</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(89, 89, 89);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;font-weight: normal;"> <strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">例</span></strong><span leaf="">：用ChatGPT生成文案，DALL-E配图，Midjourney优化视觉。</span> </section></li> </ul> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(64, 184, 250);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 4px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: block;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.5em;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span data-cacheurl="" data-remoteid="" style="background-attachment: scroll;background-clip: border-box;background-color: transparent;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: 20px 20px;width: 20px;height: 20px;align-items: unset;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: unset;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: 0px;margin-bottom: -25px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;-webkit-box-reflect: unset;background-image: url(" https: mmbiz.qpic.cn sz_mmbiz_png dswguyzuhygtoeyvg05fuvwqcknc1ylhboxszbuhzimhzybmtwvxe1qwjdfb2yynhcdnawknbicgvnbrfvbsl5a 640?wx_fmt="png&from=appmsg");""></span><span style="font-size: 20px;color: rgb(64, 184, 250);line-height: 1.5em;letter-spacing: 0em;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: transparent;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 25px;margin-right: 0px;overflow-x: unset;overflow-y: unset;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">九、总结模板+案例</span></span><span style="background-color: rgba(64, 184, 250, 0.5);align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 20px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: flex;font-size: 22px;font-weight: bold;flex-direction: unset;float: right;height: 10px;justify-content: unset;letter-spacing: 0px;line-height: 1.5em;margin-top: -10px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: 200px;-webkit-box-reflect: unset;"></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">为了方便记忆和应用，这里提供一个总结模板：</span></p> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">角色</span></strong><span leaf=""> + </span><strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">任务</span></strong><span leaf=""> + </span><strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">背景/约束</span></strong><span leaf=""> + </span><strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">示例/风格</span></strong><span leaf=""> + </span><strong style="color: rgb(53, 148, 247);font-weight: bold;background-attachment: scroll;background-clip: border-box;background-color: rgba(0, 0, 0, 0);background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;width: auto;height: auto;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;"><span leaf="">格式</span></strong></p> <p data-tool="mdnice编辑器" style="color: rgb(43, 43, 43);font-size: 14px;line-height: 1.8em;letter-spacing: 0.02em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">以下是一个数据DBA专注于SQL和数据库&引擎的AI Prompt：</span></p><span leaf=""><br></span> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg vljdym7pibykceixx8z3sqplnyibaa5kbnappgkacvh84ewqiadehwqyzmkjzpzqlb543xkmirky4s2rbslv9bostaowm3pfw5b 640?wx_fmt="svg&from=appmsg");""></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #e06c75;line-height: 26px;"><span leaf=""># Role: DatabaseExpertGPT</span></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">## Profile</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">- </span></span><span leaf="">Language: Chinese</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">- </span></span><span leaf="">Description: 你是一名资深的数据库专家，精通StarRocks、Mysql、Hive、SparkSQl等各种数据或执行引擎的内核。你对数据库或执行引擎的内核、数据存储、网络架构、资源调度等各方面都有深入的研究，同时你也精通 SQL、函数、索引的知识。你的主要职责是帮助用户解决各种数据库、sql相关的问题。</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">## Skills</span></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">### Database Knowledge</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">1. </span></span><span leaf="">你精通StarRocks、Mysql、Hive、SparkSQl等各种数据或执行引擎的内核。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">2. </span></span><span leaf="">你对数据库或执行引擎的内核、数据存储、网络架构、资源调度等各方面都有深入的研究。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">3. </span></span><span leaf="">你精通 SQL、函数、索引的知识。</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">### Problem Solving</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">1. </span></span><span leaf="">你需要帮助用户解决各种数据库、sql相关的问题。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">2. </span></span><span leaf="">当用户的问题描述不够清晰时，你需要主动向用户提问，补充问题背景等信息，再给出你的回答。</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">## Rules</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">1. </span></span><span leaf="">不可以臆想，猜测，误导用户，必须提供准确的结果。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">2. </span></span><span leaf="">如果你不知道或超出你的能力范围你直接告诉用户“超出了你的知识范围”。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">3. </span></span><span leaf="">不可以处理与本职责无关的问题。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">4. </span></span><span leaf="">Mysql问题给予8.0版本回答；StarRocks问题基于3.2的版本回答；Hive问题基于3.x的版本回答；SparkSQl基于3.x版本回答。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">4. </span></span><span leaf="">任何问题都必须基予上述几个数据库或执行引擎之一作为背景，首先要清楚用户是使用的哪个工具，当用户没有指明时你必须主动询问已确定是哪种数据库，之后才可作答。</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">## Workflow</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">1. </span></span><span leaf="">深呼吸，先思考然后一步一步解决问题。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">2. </span></span><span leaf="">当用户提出问题时，首先分析问题的类型，判断问题是否在你的知识范围内。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">3. </span></span><span leaf="">如果问题在你的知识范围内，按照你的专业知识进行分析，并给出答案。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">4. </span></span><span leaf="">如果问题不在你的知识范围内，告诉用户"超出了你的知识范围"。</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">5. </span></span><span leaf="">当用户的问题描述不清晰时，向用户提出补充问题，以便更好地理解问题。</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #e06c75;line-height: 26px;"><span leaf="">## Initialization</span></span><span leaf=""><br></span><span leaf="">作为</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">DatabaseExpertGPT</span></span><span leaf="">></span></span></span><span leaf="">，你需用明确岗位背景</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Profile</span></span><span leaf="">></span></span></span><span leaf="">必须遵守</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Rules</span></span><span leaf="">></span></span></span><span leaf="">，你必须以默认</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Language</span></span><span leaf="">></span></span></span><span leaf="">与用户交谈，牢记</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Workflow</span></span><span leaf="">></span></span></span><span leaf="">使用</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Skills</span></span><span leaf="">></span></span></span><span leaf="">结合</span><span style="line-height: 26px;"><span style="line-height: 26px;"><span leaf=""><</span><span style="color: #e06c75;line-height: 26px;"><span leaf="">Profile</span></span><span leaf="">></span></span></span><span leaf="">帮助用户解决问题。</span></code></pre> <section data-mpa-template="t" data-mpa-category="引导" data-mpa-template-id="6511" style="margin: 0px;padding: 0px;max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;font-family: -apple-system, BlinkMacSystemFont, " helvetica neue, pingfang sc, hiragino sans gb, microsoft yahei ui, yahei, arial, sans-serif;letter-spacing: 0.4352px;white-space: normal;background-color: rgb(255, 255, 255); data-pm-slice="0 0 []"> <section data-tools-id="64261" style="margin: 0px;padding: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;"> <section style="margin: 0px 10px;padding: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;display: flex;flex-direction: column;align-items: center;"> <section style="margin: 0px 0px 20px;padding: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;"> <p style="margin: 0px;padding: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;clear: both;min-height: 1em;letter-spacing: 5.5px;font-size: 15px;"><span leaf="">往期</span><span style="margin: 0px;padding: 0px;max-width: 100%;box-sizing: border-box;overflow-wrap: break-word !important;color: rgb(47, 173, 222);"><span leaf="">精彩</span></span><span leaf="">回顾</span></p> </section> </section> </section> </section> </section>
作者：微信小助手
<section data-tool="mdnice编辑器" data-website="https://www.mdnice.com" style=""> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">自从发了 <a style="" href="https://mp.weixin.qq.com/s?__biz=MjM5NzQxMTAyNw==&mid=2247485510&idx=1&sn=22eef6a6bddd360cb851e06566178ec5&scene=21#wechat_redirect" textvalue="DeepSeek+dify 本地知识库：真的太香了" data-itemshowtype="0" target="_blank" linktype="text" data-linktype="2">DeepSeek+dify 本地知识库：真的太香了</a>这篇以后，一直有小伙伴介绍在问我，怎么让在个ai应用客户端直接连接数据库查询。dify官方没有现成的组件可以直接用。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">当时我想的是两种方式，一种是基于代码执行模块直接查询数据库，一种是基于Http请求，调用自己封装接口来查询数据库。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">历史文章</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><a style="" href="https://mp.weixin.qq.com/s?__biz=MjM5NzQxMTAyNw==&mid=2247485510&idx=1&sn=22eef6a6bddd360cb851e06566178ec5&scene=21#wechat_redirect" textvalue="DeepSeek+dify 本地知识库：真的太香了" data-itemshowtype="0" target="_blank" linktype="text" data-linktype="2">DeepSeek+dify 本地知识库：真的太香了</a></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><a style="" href="https://mp.weixin.qq.com/s?__biz=MjM5NzQxMTAyNw==&mid=2247485614&idx=1&sn=6edd8860da578d145bc05f158678dbe5&scene=21#wechat_redirect" textvalue="Deepseek+Dify本地知识库相关问题汇总" data-itemshowtype="0" target="_blank" linktype="text" data-linktype="2">Deepseek+Dify本地知识库相关问题汇总</a></span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><a style="" href="https://mp.weixin.qq.com/s?__biz=MjM5NzQxMTAyNw==&mid=2247485677&idx=1&sn=8977dea15592f5cd67565298b403b5ea&scene=21#wechat_redirect" textvalue="DeepSeek+dify 本地知识库：高级应用Agent+工作流" data-itemshowtype="0" target="_blank" linktype="text" data-linktype="2">DeepSeek+dify 本地知识库：高级应用Agent+工作流</a></span></p> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(239, 112, 96);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 2px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.1em;overflow-x: unset;overflow-y: unset;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 22px;color: rgb(255, 255, 255);background-color: rgb(239, 112, 96);line-height: 1.5em;letter-spacing: 0em;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 3px;border-top-right-radius: 3px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 5px;overflow-x: unset;overflow-y: unset;padding-top: 3px;padding-bottom: 1px;padding-left: 10px;padding-right: 10px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">基于接口执行数据库查询</span></span><span style="display: none;"><span leaf=""><br></span></span><span style="border-bottom-color: rgb(239, 235, 233);align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: solid;border-top-width: 1px;border-bottom-width: 36px;border-left-width: 1px;border-right-width: 20px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: transparent;border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 16px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0px;line-height: 1.1em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf=""> </span></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">想干这事之前先梳理下流程<img src="/upload/f14f8af3ff704439675af0cc83662f62.png" class="rich_pages wxw-img" data-ratio="0.2797297297297297" data-type="png" data-w="740" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002046"></span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">用户输入问题，根据用户的问题提出关键词</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">通过http调用外部服务接口，根据关键词查询数据库</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">返回200，调用大模型，将用户问题和知识进行梳理</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">返回其他，直接输出</span> </section></li> </ul> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">本地准备</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">要求：</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">有一个python环境</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">安装pymysq和flask 组件</span><code style=""><span leaf="">python -m pip install pymysql flask </span></code> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">有一个mysql，或其他的数据库，我有mysql直接用了</span> </section></li> </ul> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">接口开发</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">让kimi给我生成一个文章表，并且插入10条数据，我们可以告诉kimi，文章长度多大，这样内容可以丰富些。<img src="/upload/1485b0ce44349293e53242f36e6ce6f0.png" class="rich_pages wxw-img" data-ratio="0.99836867862969" data-type="png" data-w="613" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002045">直接让kimi生成一个暴露接口查数据库的服务，有简单的优化了下,将下面的内容放入到</span><code style=""><span leaf="">server.py</span></code><span leaf="">文件中</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">from</span></span><span leaf=""> flask </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">import</span></span><span leaf=""> Flask, request, jsonify</span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">import</span></span><span leaf=""> pymysql</span><span leaf=""><br></span><span leaf=""><br></span><span leaf="">app = Flask(__name__)</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 数据库配置</span></span><span leaf=""><br></span><span leaf="">DATABASE_CONFIG = {</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'host'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">''</span></span><span leaf="">, </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 自己的数据库地址</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'user'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">''</span></span><span leaf="">, </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 自己数据库的账户</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'password'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">''</span></span><span leaf="">, </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">#自己数据库的密码</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'db'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'demo'</span></span><span leaf="">, </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 自己数据库的库名</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'charset'</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'utf8mb4'</span></span><span leaf="">,</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'cursorclass'</span></span><span leaf="">: pymysql.cursors.DictCursor</span><span leaf=""><br></span><span leaf="">}</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">@app.route('/query', methods=['POST'])</span></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">query_database</span></span><span style="line-height: 26px;"><span leaf="">()</span></span><span leaf="">:</span></span><span leaf=""><br></span><span leaf=""> print(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"接收到请求"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 获取关键字</span></span><span leaf=""><br></span><span leaf=""> keyword = request.json.get(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'keyword'</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> print(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"keyword为："</span></span><span leaf="">+keyword)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">not</span></span><span leaf=""> keyword:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> jsonify({</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"error"</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"Keyword is required"</span></span><span leaf="">}), </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">400</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 参数化查询，避免 SQL 注入，修改成自己的库</span></span><span leaf=""><br></span><span leaf=""> query = </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"SELECT * FROM articles WHERE content LIKE %s"</span></span><span leaf=""><br></span><span leaf=""> params = (</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'%'</span></span><span leaf=""> + keyword + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'%'</span></span><span leaf="">,)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">try</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 建立数据库连接</span></span><span leaf=""><br></span><span leaf=""> connection = pymysql.connect(**DATABASE_CONFIG)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">with</span></span><span leaf=""> connection.cursor() </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">as</span></span><span leaf=""> cursor:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 执行查询</span></span><span leaf=""><br></span><span leaf=""> cursor.execute(query, params)</span><span leaf=""><br></span><span leaf=""> result = cursor.fetchall()</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> connection.commit()</span><span leaf=""><br></span><span leaf=""> connection.close()</span><span leaf=""><br></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">not</span></span><span leaf=""> result:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">"未查询到有效数据"</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">400</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 生成 Markdown 表格</span></span><span leaf=""><br></span><span leaf=""> markdown_table = generate_markdown_table(result)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> markdown_table, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">200</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">except</span></span><span leaf=""> Exception </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">as</span></span><span leaf=""> e:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> str(e), </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">500</span></span><span leaf=""><br></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">generate_markdown_table</span></span><span style="line-height: 26px;"><span leaf="">(results)</span></span><span leaf="">:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""" 生成 Markdown 表格 """</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">not</span></span><span leaf=""> results:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">""</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 获取列名</span></span><span leaf=""><br></span><span leaf=""> columns = results[</span><span style="color: #d19a66;line-height: 26px;"><span leaf="">0</span></span><span leaf="">].keys()</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 表头</span></span><span leaf=""><br></span><span leaf=""> table_md = </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" | "</span></span><span leaf="">.join([col </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> col </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> columns]) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" |\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 分隔线</span></span><span leaf=""><br></span><span leaf=""> table_md += </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" --- |"</span></span><span leaf=""> * len(columns) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 表格内容</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> row </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> results:</span><span leaf=""><br></span><span leaf=""> table_md += </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" | "</span></span><span leaf="">.join([str(cell) </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> cell </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> row.values()]) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" |\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> table_md</span><span leaf=""><br></span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> __name__ == </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'__main__'</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 注意这里绑定本机的内容ip，省事点，就0.0.0.0即可。不要绑定127.0.0.1，docke内访问不到</span></span><span leaf=""><br></span><span leaf=""> app.run(host=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'10.1.0.65'</span></span><span leaf="">, port=</span><span style="color: #d19a66;line-height: 26px;"><span leaf="">8000</span></span><span leaf="">)</span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">启动服务</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf=""> python .\server.py</span><span leaf=""><br></span></code></pre> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">配置工作流</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img src="/upload/923b700177ae8b0752d84e89617bf7bf.png" class="rich_pages wxw-img" data-ratio="0.9504950495049505" data-type="png" data-w="707" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002048">创建一个空白应用。<img src="/upload/fd9b4b79247c5fbc6bc44d60bb43e4dc.png" class="rich_pages wxw-img" data-ratio="0.5529891304347826" data-type="png" data-w="736" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002047">在开始节点添加一个输入字段</span><code style=""><span leaf="">context</span></code></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/3be38746c11a7a648e28e0890f437996.png" class="rich_pages wxw-img" data-ratio="0.5629139072847682" data-type="png" data-w="906" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100002044"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">添加一个LLM，把开始节点设置的</span><code style=""><span leaf="">context</span></code><span leaf="">字段作为上下文传入，并设置提示词提取关键词。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img src="/upload/51768755dc6a49f2048a3c143df0b4bb.png" class="rich_pages wxw-img" data-ratio="1.0582386363636365" data-type="png" data-w="704" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002053">添加一个http请求节点，把我们在接口开发里的地址和接口名填写进去</span><code style=""><span leaf="">2</span></code><span leaf="">，然后把大模型的输出作为关键词填写到请求body里</span><code style=""><span leaf="">3</span></code><span leaf="">，我们关闭重试机制</span><code style=""><span leaf="">4</span></code><span leaf="">。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">这里要注意下：json的引号是中文的，最好在外面写好校验过了再放进去。<img class="rich_pages wxw-img" data-imgfileid="100002050" data-ratio="1.3667481662591687" src="/upload/7f537acb1dda6cca9df886aa8929d5ca.png" data-type="png" data-w="409" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">在HTTP请求的输出变量里，我们只关注status_code 响应状态码和响应内容即可。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002051" data-ratio="0.8265582655826558" src="/upload/0ff7e2629fe8319a89b011d1ce8eab66.png" data-type="png" data-w="738" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">添加一个条件分支</span><code style=""><span leaf="">1</span></code><span leaf="">，然后设置HTTP响应码为200的时候，连接到大模型。其他直接结束。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002052" data-ratio="0.6038216560509554" src="/upload/80d9eece29233dbd693e6b9b7610de2e.png" data-type="png" data-w="785" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">添加大模型，将HTTP请求的响应体作为上下文给大模型，输入提示词，让大模型根据知识，验证，并进行合理性的验证，最后结构化返回。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img src="/upload/d17d7dccece7ede85381421e060c891e.png" class="rich_pages wxw-img" data-ratio="0.5221674876847291" data-type="png" data-w="406" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002049">在结束节点中，我们把大模型整理的内容输出。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002056" data-ratio="1.1198830409356726" src="/upload/a5dc66ecf29422ecd0f0343e405adbe3.png" data-type="png" data-w="684" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">试运行效果。</span></p> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(239, 112, 96);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 2px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.1em;overflow-x: unset;overflow-y: unset;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 22px;color: rgb(255, 255, 255);background-color: rgb(239, 112, 96);line-height: 1.5em;letter-spacing: 0em;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 3px;border-top-right-radius: 3px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 5px;overflow-x: unset;overflow-y: unset;padding-top: 3px;padding-bottom: 1px;padding-left: 10px;padding-right: 10px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">基于代码执行查询数据库</span></span><span style="display: none;"><span leaf=""><br></span></span><span style="border-bottom-color: rgb(239, 235, 233);align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: solid;border-top-width: 1px;border-bottom-width: 36px;border-left-width: 1px;border-right-width: 20px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: transparent;border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 16px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0px;line-height: 1.1em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf=""> </span></span></h2> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002055" data-ratio="0.17966903073286053" src="/upload/3e3b0aa39d3fdb7bd14ab5e02cb9fc5d.png" data-type="png" data-w="846" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">由于difysandbox的安全限制</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">不能访问文件系统</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">不能进行网络请求</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">不能执行操作系统级命令</span> </section></li> </ul> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">官方也有了对应的说明，见文档。 https://github.com/langgenius/dify-sandbox/blob/main/FAQ.mdss</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002057" data-ratio="0.4185185185185185" src="/upload/1a50c7c801f257ca0805ba96e007008e.png" data-type="png" data-w="1080" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;"></span> </figure> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">官方已经告诉我们沙箱里添加了哪些权限</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">如果我们要添加可以在哪里添加</span> </section></li> </ul> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">difysandbox源码修改</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><code style=""><span leaf="">一定要使用linux环境</span></code><span leaf="">、</span><code style=""><span leaf="">一定要使用linux环境</span></code><code style=""><span leaf="">一定要使用linux环境</span></code></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我从github上拉下代码以后，搜索``syscalls_amd64.go</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002054" data-ratio="1.1728045325779037" src="/upload/daff2892cc7a06c7c513c8d74d09ad65.png" data-type="png" data-w="353" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">一共有4个文件，</span></p> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">nodejs的系统调用，有amd和arm平台</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <span leaf="">python的系统，也是有amd和arm平台</span> </section></li> </ul> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我用python，不是arm架构的，镜像都是linux的。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我们直接问kimi即可。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002058" data-ratio="0.9722955145118733" src="/upload/5c3707bbcf520ed422d030fe7119f5fd.png" data-type="png" data-w="758" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">ps:这个问题丢给了ds和chatgpt都是瞎回答</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img src="/upload/265a37396bf1b9dd73e3ba77eedb923c.png" class="rich_pages wxw-img" data-ratio="0.9399477806788512" data-type="png" data-w="766" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;" data-imgfileid="100002061">一步步的问kimi，最后告诉我要添加哪些。整理以后添加到代码里。</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">var</span></span><span leaf=""> ALLOW_SYSCALLS = []</span><span style="color: #c678dd;line-height: 26px;"><span leaf="">int</span></span><span leaf="">{ </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// file io </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_NEWFSTATAT, syscall.SYS_IOCTL, syscall.SYS_LSEEK, syscall.SYS_GETDENTS64, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_WRITE, syscall.SYS_CLOSE, syscall.SYS_OPENAT, syscall.SYS_READ, </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// thread </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_FUTEX, </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// memory </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_MMAP, syscall.SYS_BRK, syscall.SYS_MPROTECT, syscall.SYS_MUNMAP, syscall.SYS_RT_SIGRETURN, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_MREMAP, </span><span leaf=""><br></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// user/group </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_SETUID, syscall.SYS_SETGID, syscall.SYS_GETUID, </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// process </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_GETPID, syscall.SYS_GETPPID, syscall.SYS_GETTID, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_EXIT, syscall.SYS_EXIT_GROUP, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_TGKILL, syscall.SYS_RT_SIGACTION, syscall.SYS_IOCTL, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_SCHED_YIELD, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_SET_ROBUST_LIST, syscall.SYS_GET_ROBUST_LIST, SYS_RSEQ, </span><span leaf=""><br></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">// time </span></span><span leaf=""><br></span><span leaf=""> syscall.SYS_CLOCK_GETTIME, syscall.SYS_GETTIMEOFDAY, syscall.SYS_NANOSLEEP, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_EPOLL_CREATE1, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_EPOLL_CTL, syscall.SYS_CLOCK_NANOSLEEP, syscall.SYS_PSELECT6, </span><span leaf=""><br></span><span leaf=""> syscall.SYS_TIME, </span><span leaf=""><br></span><span leaf=""><br></span><span leaf=""> syscall.SYS_RT_SIGPROCMASK, syscall.SYS_SIGALTSTACK, SYS_GETRANDOM, </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">//新增 </span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">5</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">6</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">7</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">21</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">41</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">42</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">44</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">45</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">51</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">54</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">55</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">107</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">137</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">204</span></span><span leaf="">, </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">281</span></span><span leaf="">, </span><span leaf=""><br></span><span leaf="">}</span><span leaf=""><br></span></code></pre> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">预装mysql操作包</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">既然我们要操作在沙箱里操作mysql，那我们得在对应的环境中预装下mysql客户端。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002064" data-ratio="0.706766917293233" src="/upload/601dcfc70abb6ade8782657731a4556a.png" data-type="png" data-w="1064" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;">在</span><code style=""><span leaf="">1</span></code><span leaf="">对应的文件中添加</span><code style=""><span leaf="">2</span></code><span leaf="">对应的</span><code style=""><span leaf="">pymysql==1.1.1</span></code><span leaf="">，我直接安装最新版。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在readme中有操作步骤</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #e06c75;line-height: 26px;"><span leaf="">### Steps</span></span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf=""><br></span><span leaf="">1. </span></span><span leaf="">Clone the repository using </span><span style="line-height: 26px;"><span leaf="">`git clone https://github.com/langgenius/dify-sandbox`</span></span><span leaf=""> and navigate to the project directory.</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">2. </span></span><span leaf="">Run ./install.sh to install the necessary dependencies.</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">3. </span></span><span leaf="">Run ./build/build_[amd64|arm64].sh to build the sandbox binary.</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">4. </span></span><span leaf="">Run ./main to start the server.</span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">编译成功以后，打包镜像。因为我没有环境，直接模拟了下</span><code style=""><span leaf="">创建了一个main和env</span></code><span leaf="">目录</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002063" data-ratio="0.25092592592592594" src="/upload/2c6c9fc318eb9835e7b75c0cb353ec6e.png" data-type="png" data-w="1080" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">然后模拟打包镜像。在根目录中执行下面的命令</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf="">docker build -f docker/amd64/dockerfile -t dify-sandbox:local .</span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">我在win上打包报了一堆错，都扔给kimi，一步步的解决。最后成功。</span></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img src="/upload/80a1f735e6cb139395c0b044856d9281.png" class="rich_pages wxw-img" data-ratio="0.1616052060737527" data-type="png" data-w="922" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;" data-imgfileid="100002062"></span> </figure> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">沙箱网咯策略配置</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在我们的安装dify的的时候，有个</span><code style=""><span leaf="">dify/docker/ssrf_proxy</span></code><span leaf="">目录，找到</span><code style=""><span leaf="">squid.conf.template</span></code></p> <figure data-tool="mdnice编辑器" style="margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: flex;flex-direction: column;justify-content: center;align-items: center;"> <span leaf=""><img class="rich_pages wxw-img" data-imgfileid="100002060" data-ratio="0.3333333333333333" src="/upload/b7238683d106b749dc7b5c347c23293f.png" data-type="png" data-w="537" style="display: block;margin-top: 0px;margin-right: auto;margin-bottom: 0px;margin-left: auto;max-width: 100%;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 3px;border-bottom-width: 3px;border-left-width: 3px;border-right-width: 3px;border-top-color: rgba(0, 0, 0, 0.4);border-bottom-color: rgba(0, 0, 0, 0.4);border-left-color: rgba(0, 0, 0, 0.4);border-right-color: rgba(0, 0, 0, 0.4);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-right-radius: 0px;border-bottom-left-radius: 0px;object-fit: fill;box-shadow: rgba(0, 0, 0, 0) 0px 0px 0px 0px;"></span> </figure> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在这里，你可以设置允许访问的网络，允许访问的端口，</span><code style=""><span leaf="">生产一定要最小权限</span></code></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf="">acl devnet src 10.1.0.0/24</span><span leaf=""><br></span><span leaf="">acl devnet src 10.255.200.0/24</span><span leaf=""><br></span><span leaf=""><br></span><span leaf="">acl Safe_ports port 3306 # MySQL</span><span leaf=""><br></span><span leaf="">acl Safe_ports port 5432 # Postgres</span><span leaf=""><br></span><span leaf="">acl Safe_ports port 27017 # MongoDB</span><span leaf=""><br></span><span leaf="">acl Safe_ports port 6379 # Redis</span><span leaf=""><br></span><span leaf=""><br></span><span leaf="">http_access allow devnet</span><span leaf=""><br></span></code></pre> <ul style="list-style-type: disc;margin-top: 8px;margin-bottom: 8px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 25px;padding-right: 0px;color: rgb(0, 0, 0);" class="list-paddingleft-1"> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <code style=""><span leaf="">devnet</span></code><span leaf=""> 为定义的规则集名称，后面跟自己的ip段设置，表示：</span><code style=""><span leaf="">10.255.200.1</span></code><span leaf=""> 到 </span><code style=""><span leaf="">10.255.200.254</span></code><span leaf="">-</span><code style=""><span leaf="">acl Safe_ports port</span></code><span leaf=""> 允许访问的端口</span> </section></li> <li> <section style="margin-top: 5px;margin-bottom: 5px;color: rgb(1, 1, 1);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;font-weight: normal;"> <code style=""><span leaf="">http_access allow devnet</span></code><span leaf=""> 允许访问的规则集</span> </section></li> </ul> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">重新部署dify</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在dify的的docker目录中修改</span><code style=""><span leaf="">docker-compose.yaml</span></code><span leaf="">文件sandbox使用本地镜像。</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">sandbox:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf="">#image: langgenius/dify-sandbox:0.2.10</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">image:</span></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">dify-sandbox:local</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">restart:</span></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">always</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #d19a66;line-height: 26px;"><span leaf="">environment:</span></span><span leaf=""><br></span></code></pre> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">将</span><code style=""><span leaf="">image</span></code><span leaf="">由</span><code style=""><span leaf="">langgenius/dify-sandbox:0.2.10</span></code><span leaf=""> 改为了</span><code style=""><span leaf="">dify-sandbox:local</span></code></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">在docker目录下执行以下命令</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #61aeee;line-height: 26px;"><span leaf="">#</span></span><span style="line-height: 26px;"><span leaf=""> 销毁</span></span><span leaf=""><br></span><span leaf="">docker compose down</span><span leaf=""><br></span><span style="color: #61aeee;line-height: 26px;"><span leaf="">#</span></span><span style="line-height: 26px;"><span leaf=""> 重新部署</span></span><span leaf=""><br></span><span leaf="">docker compose up -d</span><span leaf=""><br></span></code></pre> <h3 data-tool="mdnice编辑器" style="margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;display: block;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 20px;color: rgb(0, 0, 0);line-height: 1.5em;letter-spacing: 0em;text-align: left;font-weight: bold;display: block;"><span leaf="">脚本</span></span><span style="display: none;"><span leaf=""><br></span></span></h3> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">使用kimi生成了一个python代码</span></p> <pre data-tool="mdnice编辑器" style="border-radius: 5px;box-shadow: rgba(0, 0, 0, 0.55) 0px 2px 10px;text-align: left;margin-top: 10px;margin-bottom: 10px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;"><span data-cacheurl="" data-remoteid="" style="display: block;background: none;height: 30px;width: 100%;background-size: 40px;background-repeat: no-repeat;background-color: #282c34;margin-bottom: -7px;border-radius: 5px;background-position: 10px 10px;background-image: url(" https: mmbiz.qpic.cn mmbiz_svg k0ue4mipavick8hqialiakg2tb1ebnwq3bs1gdsusaaoialugirysdnk19v5ftbvraq0mgzeeyoukk6rprqxtrmqfohj0o9toqm8 640?wx_fmt="svg&from=appmsg");""><span leaf=""><br></span></span><code style="overflow-x: auto;padding: 16px;color: #abb2bf;padding-top: 15px;background: #282c34;border-radius: 5px;display: -webkit-box;font-family: Consolas, Monaco, Menlo, monospace;font-size: 12px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">import</span></span><span leaf=""> sys</span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">import</span></span><span leaf=""> pymysql</span><span leaf=""><br></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">import</span></span><span leaf=""> os</span><span leaf=""><br></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">connect_to_database</span></span><span style="line-height: 26px;"><span leaf="">()</span></span><span leaf="">:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""" 连接到数据库，配置都从环境变量里取 """</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">try</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 从环境变量或配置文件中获取数据库参数</span></span><span leaf=""><br></span><span leaf=""> host = os.getenv(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"DB_HOST"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"localhost"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> user = os.getenv(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"DB_USER"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"root"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> password = os.getenv(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"DB_PASSWORD"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"password"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> database = os.getenv(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"DB_NAME"</span></span><span leaf="">, </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"database_name"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> conn = pymysql.connect(</span><span leaf=""><br></span><span leaf=""> host=host,</span><span leaf=""><br></span><span leaf=""> user=user,</span><span leaf=""><br></span><span leaf=""> password=password,</span><span leaf=""><br></span><span leaf=""> database=database,</span><span leaf=""><br></span><span leaf=""> charset=</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'utf8mb4'</span></span><span leaf="">,</span><span leaf=""><br></span><span leaf=""> cursorclass=pymysql.cursors.DictCursor </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 使用字典游标</span></span><span leaf=""><br></span><span leaf=""> )</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> conn</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">except</span></span><span leaf=""> pymysql.MySQLError </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">as</span></span><span leaf=""> err:</span><span leaf=""><br></span><span leaf=""> print(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">f"Error connecting to database: </span><span style="color: #e06c75;line-height: 26px;"><span leaf="">{err}</span></span><span leaf="">"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span style="color: #56b6c2;line-height: 26px;"><span leaf="">None</span></span><span leaf=""><br></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">execute_query</span></span><span style="line-height: 26px;"><span leaf="">(conn, query, params=None)</span></span><span leaf="">:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""" 执行 SQL 查询，并支持参数化查询 """</span></span><span leaf=""><br></span><span leaf=""> cursor = conn.cursor()</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">try</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> params:</span><span leaf=""><br></span><span leaf=""> cursor.execute(query, params)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">else</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> cursor.execute(query)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> cursor.fetchall()</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">except</span></span><span leaf=""> pymysql.MySQLError </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">as</span></span><span leaf=""> err:</span><span leaf=""><br></span><span leaf=""> print(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">f"Error executing query: </span><span style="color: #e06c75;line-height: 26px;"><span leaf="">{err}</span></span><span leaf="">"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span style="color: #56b6c2;line-height: 26px;"><span leaf="">None</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">finally</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> cursor.close()</span><span leaf=""><br></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">generate_markdown_table</span></span><span style="line-height: 26px;"><span leaf="">(results)</span></span><span leaf="">:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""" 生成 Markdown 表格 """</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">not</span></span><span leaf=""> results:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span style="color: #98c379;line-height: 26px;"><span leaf="">""</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 获取列名</span></span><span leaf=""><br></span><span leaf=""> columns = results[</span><span style="color: #d19a66;line-height: 26px;"><span leaf="">0</span></span><span leaf="">].keys()</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 表头</span></span><span leaf=""><br></span><span leaf=""> table_md = </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" | "</span></span><span leaf="">.join([col </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> col </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> columns]) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" |\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 分隔线</span></span><span leaf=""><br></span><span leaf=""> table_md += </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" --- |"</span></span><span leaf=""> * len(columns) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 表格内容</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> row </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> results:</span><span leaf=""><br></span><span leaf=""> table_md += </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"| "</span></span><span leaf=""> + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" | "</span></span><span leaf="">.join([str(cell) </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">for</span></span><span leaf=""> cell </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">in</span></span><span leaf=""> row.values()]) + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">" |\n"</span></span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> table_md</span><span leaf=""><br></span><span leaf=""><br></span><span style="line-height: 26px;"><span style="color: #c678dd;line-height: 26px;"><span leaf="">def</span></span><span leaf=""> </span><span style="color: #61aeee;line-height: 26px;"><span leaf="">main</span></span><span style="line-height: 26px;"><span leaf="">(arg1: str)</span></span><span leaf=""> -> dict:</span></span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 参数化查询，避免 SQL 注入</span></span><span leaf=""><br></span><span leaf=""> query = </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"SELECT * FROM table_name WHERE column LIKE %s"</span></span><span leaf=""><br></span><span leaf=""> params = (</span><span style="color: #98c379;line-height: 26px;"><span leaf="">'%'</span></span><span leaf=""> + arg1 + </span><span style="color: #98c379;line-height: 26px;"><span leaf="">'%'</span></span><span leaf="">,)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 连接到数据库</span></span><span leaf=""><br></span><span leaf=""> conn = connect_to_database()</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span style="color: #c678dd;line-height: 26px;"><span leaf="">not</span></span><span leaf=""> conn:</span><span leaf=""><br></span><span leaf=""> sys.exit(</span><span style="color: #d19a66;line-height: 26px;"><span leaf="">1</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">try</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 执行查询</span></span><span leaf=""><br></span><span leaf=""> result = execute_query(conn, query, params)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">if</span></span><span leaf=""> result </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">is</span></span><span style="color: #56b6c2;line-height: 26px;"><span leaf="">None</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> {</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"result"</span></span><span leaf="">: [], </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"markdown"</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""</span></span><span leaf="">}</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 生成 Markdown 表格</span></span><span leaf=""><br></span><span leaf=""> markdown_table = generate_markdown_table(result)</span><span leaf=""><br></span><span leaf=""> </span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> {</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"result"</span></span><span leaf="">: result,</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"markdown"</span></span><span leaf="">: markdown_table</span><span leaf=""><br></span><span leaf=""> }</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">except</span></span><span leaf=""> Exception </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">as</span></span><span leaf=""> e:</span><span leaf=""><br></span><span leaf=""> print(</span><span style="color: #98c379;line-height: 26px;"><span leaf="">f"Unexpected error: </span><span style="color: #e06c75;line-height: 26px;"><span leaf="">{e}</span></span><span leaf="">"</span></span><span leaf="">)</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">return</span></span><span leaf=""> {</span><span style="color: #98c379;line-height: 26px;"><span leaf="">"result"</span></span><span leaf="">: [], </span><span style="color: #98c379;line-height: 26px;"><span leaf="">"markdown"</span></span><span leaf="">: </span><span style="color: #98c379;line-height: 26px;"><span leaf="">""</span></span><span leaf="">}</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #c678dd;line-height: 26px;"><span leaf="">finally</span></span><span leaf="">:</span><span leaf=""><br></span><span leaf=""> </span><span style="color: #5c6370;font-style: italic;line-height: 26px;"><span leaf=""># 确保数据库连接关闭</span></span><span leaf=""><br></span><span leaf=""> conn.close()</span><span leaf=""><br></span></code></pre> <h2 data-tool="mdnice编辑器" style="border-bottom-color: rgb(239, 112, 96);margin-top: 30px;margin-bottom: 15px;margin-left: 0px;margin-right: 0px;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 2px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: flex;flex-direction: unset;float: unset;height: auto;justify-content: unset;line-height: 1.1em;overflow-x: unset;overflow-y: unset;text-align: left;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span style="display: none;"><span leaf=""><br></span></span><span style="font-size: 22px;color: rgb(255, 255, 255);background-color: rgb(239, 112, 96);line-height: 1.5em;letter-spacing: 0em;align-items: unset;background-attachment: scroll;background-clip: border-box;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: none;border-left-style: none;border-right-style: none;border-top-width: 1px;border-bottom-width: 1px;border-left-width: 1px;border-right-width: 1px;border-top-color: rgb(0, 0, 0);border-bottom-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: rgb(0, 0, 0);border-top-left-radius: 3px;border-top-right-radius: 3px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;display: inline-block;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 5px;overflow-x: unset;overflow-y: unset;padding-top: 3px;padding-bottom: 1px;padding-left: 10px;padding-right: 10px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf="">后记</span></span><span style="display: none;"><span leaf=""><br></span></span><span style="border-bottom-color: rgb(239, 235, 233);align-items: unset;background-attachment: scroll;background-clip: border-box;background-color: unset;background-image: none;background-origin: padding-box;background-position-x: 0%;background-position-y: 0%;background-repeat: no-repeat;background-size: auto;border-top-style: none;border-bottom-style: solid;border-left-style: none;border-right-style: solid;border-top-width: 1px;border-bottom-width: 36px;border-left-width: 1px;border-right-width: 20px;border-top-color: rgb(0, 0, 0);border-left-color: rgb(0, 0, 0);border-right-color: transparent;border-top-left-radius: 0px;border-top-right-radius: 0px;border-bottom-left-radius: 0px;border-bottom-right-radius: 0px;box-shadow: none;color: rgb(0, 0, 0);display: inline-block;font-size: 16px;font-weight: bold;flex-direction: unset;float: unset;height: auto;justify-content: unset;letter-spacing: 0px;line-height: 1.1em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;overflow-x: unset;overflow-y: unset;padding-top: 0px;padding-bottom: 0px;padding-left: 0px;padding-right: 0px;text-align: left;text-indent: 0em;text-shadow: none;transform: none;width: auto;-webkit-box-reflect: unset;"><span leaf=""> </span></span></h2> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">这两种方式，不管哪种都能实现查询数据库，但是有个问题，数据量小的时候性能还行，数据量大了，你查询一次就得耗时好久。</span></p> <p data-tool="mdnice编辑器" style="color: rgb(0, 0, 0);font-size: 16px;line-height: 1.8em;letter-spacing: 0em;text-align: left;text-indent: 0em;margin-top: 0px;margin-bottom: 0px;margin-left: 0px;margin-right: 0px;padding-top: 8px;padding-bottom: 8px;padding-left: 0px;padding-right: 0px;"><span leaf="">如果知识固定，也可以前置设置一个知识库把关键词和文章映射出来，这样大模型整理的时候，尽量的去往对应的关键词上靠。</span></p> </section>