{
  "text": "當然有了Codex的使用過程之後,那麼接下來我們就來看一看如何去使用好Codex,去執行完完整的鏈路。\n這裡其實是有一個可以說大家現在比較痛點的一個問題,就是對於現在的整個Deep Seek來說,它的本身這個模型其實並沒有任何的視覺方面這樣的能力。\n对吧\n所以我们当我们现在的这个小型的这个任务呢\n是给我们当前的DeepSeek\n给它加上一个视觉这样的能力\n那么我们当前当时的现在的这个DeepSeek呢\n实际上在进行运行的过程当中啊\n它呢实际上是能够啊\n跟我们的Kodaks进行很好的这样的响应啊\n然后呢完成各式各样的这个交互的工作的啊\n但是呢由于它现在啊\n并没有视觉能力\n所以呢会导致它在实际进行开发的过程当中啊\n经常会遇到很多的这个问题啊\n我们现在在进行很多项目开发的这个时候\n其实都会有这样的功能\n就是让它运行的过程当中\n去结一个我们当前前端的这样的图片\n对不对\n然后看一下我们当前前端\n它是长什么样\n然后有什么地方需要来进行一个调整\n然后再反过头去优化\n我们说原始的这样的图片\n这样的效果\n对不对\n然后再来进行开发\n但是由于现在\nDeepseek V4这个模型本身没有视觉这样的能力\n所以我们可能需要考虑\n怎么样把视视觉这个能力\n加入到当前Codex的体系里面来\n然后才能够很好的去知道\n对不对\n整个的一些开发的这样的工作\n所以这里面我们采用的方案\n是使用千万3.8max\n来作为它的视觉的这样的能力的补充\n然后通过MCP这样的方式来进行调用\n这里面其实有一整套完整的这样的代码\n然后这里面很多代码\n我们就不一一展开来说了\n但大家需要知道的是\n这里我们采用的解决方案\n这也是我们之后\n课程在进行开发的过程当中\n非常核心的解决方案\n就是我们这里是给它设置了一个\nMCP的这样的服务和工具\n让它之后在实际运行的过程当中\n一旦出现了一些视觉方面的任务\n就去使用我们当前的\n这个MCP这样的工具\n然后给我们Chem3 Max\n来进行一个输入\n然后让我们Chem3 Max\n给出一个反馈\n然后最后来进行一个灵活的调整\n是这么一回事\n所以我们这些实际上相当于是在\n本地是完整的搭建了一个\n这个mcp的独立的这样的服务\n来让现在整个的视觉的需求\n能够直接转交给我们当前的\n前五三点八max这样的模型\n来进行视觉识别\n当然其实这里面你转交给\n前五三点八来进行视觉识别也可以\n或者你也可以转交给任意的一些开源模型\n或者其他的一些模型\n来进行视觉识别也都ok\n这里面的最后是给大家看到\n我们现在做的一个小型的这样的项目\n上面其实有完整的运行的指令\n和运行这样代码\n然后最后能看出来的\n完整的运行这个效果\n实际上就是\n现在先让\n现在的DeepseekV4 Flash\n做了一个网页\n这个网页实际上\n是一个围绕某一个项目的\n这样的一个\n目前项目开发进度的一个表\n这样的一个网页\n那么这个网页\n你会发现\n其实视觉效果还可以\n做的还不错\n然后做完之后\n这里面我们又进行了一版\n移动端的适配\n和移动端的运行\n然后你会发现\n移动端有些问题\n对不对\n它整个的视觉效果就会有一些问题\n所以我们这里\n接下来我们就把截图\n直接来进行一个输入\n然后结构化\n输入我们当前的这样的一个审查的目标\n对不对\n然后直接把我们当前这样的问题上报\n然后通过我们的Codex\n来去调用远程的MCP这样的服务\n调用远程的千文3.8max\n的视觉这样的服务\n然后来进行一个完整的响应和读取\n这里面说我们整个\n它基本的一个运行这样的状态\n生成完了一个配置之后\n我们这里就有一个简单的配置这样的brief\n然后让千万三.8来进行读取\n读取完了之后\n它能返回一个当前配置的反馈的结果\n那么接下来继续使用\n这codex的搭配我们Deepseek vs Flash\n直接来进行一个改版\n那么直接二轮来进行改版了之后\n那么实际上它是改版了很多的内容\n具体的提示词大家也可以看\n我们文本里的内容\n然后最后呢\n他就围绕我们刚才这个问题来进行一轮修复\n修复完了之后呢\n你会发现他的刚刚我们看到的移动端\n部分版面\n他的内容发生一些平移\n之后这个问题就被修复了\n这个其实是一个非常简单的一个问题\n当然最后还有一个验收的过程\n这个其实是一个非常简单的一个问题\n然后呢\n基本上我们用他来进行测试\n总共也就两条命令\n一个呢\n是让他先去完成当前的这样的一个\n当前对应的网页的创建\n然后创建完了之后\n那么接下来我们跟他说\n网页创建\n让他来进行一轮视觉审查\n然后同时由于我们现在是使用\nmcp的这样的服务\n所以它其实是一个本地的\n一个mcp的sse的服务\n然后mcp的服务\n尽管它是一个单独的mcp的服务\n但是实际上它是一个本地大模型的\n一个响应的过程\n内部我们其实是有脚本\n调用千万三点八去围绕对应我们需要审查的这样的一个这样的HTML\n直接来进行读取\n然后直接给出最后的反馈这样的结果\n当然其实你如果你是使用本地的千万三点八\n你是使用千万三点八模型的API\n直接来进行运行其实也是可以的\n也就是说如果对于你当前的Codex来说\n如果你现在的Codex本身也是比如说直接接入千万三点八\n它本身就有视觉能力\n或者是让我们上一场更坏课直接接入KimiK3这个模型\n本身就有视觉能力的话\n那么它其实也是可以直接来去完成对内容审查的\n这个其实没问题\n你就不需要有这个mcp这样的工具了\n但是对于deep seek来说\n确实它没有视觉这个能力\n所以你得有一个负责视觉审查的mcp工具在这\n当然如果你的签用3.8这个比较麻烦\n或者本身它的定价比较高的话\n你也可以就比如说直接给它做一个\n本地部署一个简单的\n它拥有视觉能力的这样的模型\n其实也是能够帮你审查出一些问题的\n因为其实对于像deep seek v4 flash这种模型来说\n由于它本身指令跟随眼能力很强\n所以你其实并不需要非常精准的跟他说\n你这里123455个地方有问题\n然后让他来进行修改\n其实也不需要\n他其实是能够直接指出大概的问题\n他就会围绕这些问题来进行深度的探讨\n检查跟修改\n所以这个其实没有什么问题\n当然下面我们这里还给大家\n还给了大家一套Seguus\nSeguus就是非常灵活的\n一旦触发了当前的视觉审查这样的任务\n他就调用对应的MCP的工具\n对不对\n来进行完整的执行\n当然这个skill\n其实相对来说会有点点复杂\n我们这里是总共是有规范好的输入\n然后工具合同\n执行步骤\n失败边界的审查\n跟输出的收敛\n因为这里其实它会设置到多轮的调整\n就比如说我们对于当前某个页面来说\n其实它的视觉验收\n应该是它必备的一个环节\n但是并不代表每次修改完了之后\n它的视觉验收都能够通过\n所以这里面才会有\n关于说它多轮的调整收敛的\n这样的一个问题\n总之就是\n我们当上面这个skill\n搭配着我们刚刚也大家好的\n这MCP\n他做的这个事情\n是我们现在\n先每次开发完了之后\n接下来我们就用PlayerWrite\n来进行截图\n截图完了之后\n有一个具体的哈希值\n然后跟我们说\n现在就已经有了一个\n基本的需要来进行视觉审核\n这样的输入了\n然后接下来\n有一个工具可通\n工具可通的实际上\n就是把我们现在\n对应的需要审查\n这个内容\n图片\n然后室口和业务目标\n审查维度\n放到同一个请求\n然后交给我们外部的MCP工具来进行一个执行\n然后接下来执行步骤\n执行步骤是我们希望外部工具是按照这样的方式来进行执行\n目标和原码 截图 审查 等等等等\n然后定义好我们现在失败具体的这样的\n我们现在出现了这样的问题\n以及外部工具在进行调用的过程当中\nMCP在进行调用的过程当中如果出现了问题\n它是怎么样记录它自己当前运行的这样的问题\n然後最後返回一組結果,包括我們現在的需要做的這樣的一個問題,然後等等等等。最後審查這樣的結果。\n然后同时它还有非常详细的输出跟收敛\n然后所谓输出跟收敛\n指的是它会不断的去铲除我们上面的\n需要进行视觉输入这样的内容\n就每次运行完之后都会再解词图\n然后去看看现在有没有变化\n然后再让外部审核一次\n然后如果有问题就再改\n如果没有问题最后就收敛\n真的没回事\n所以这个实际上是一个完整的skill\n这个skill也是我们接下来\n非常重要的一个需要去运行的skill了\n需要去使用的一个skill\n因为在我们未来的项目开发里面\n其实会反复用到非常多的\n不是非常多\n就是每次运行其实都会涉及到对应的\n这个skill的对应的视觉能力的这样的审查\n所以这个skill在我们课程里面也是有的\n包括它背后一整套的这样的一些工具\n其实在我们的课程里面都是有\n就上面我们其实非常快的给大家看了一下\n有很多的一些脚本\n但是这上面的每一个脚本\n其实我们都没有把它打开来\n来进行一个详细的查看\n那么这脚本在我们的课件里面其实也都是有的\n所有这个脚本都是用于去围绕我们当前的视觉\n来进行一些审查和输出对应的视觉审核的结果的\n这样的一些脚本\n这个大家回头可以练到课件之后\n自己来进行一个部署和来进行一个使用\n好\n那么基本上我们就到这\n对于像Codex的一个基本的简单的使用入门\n大家也就能明白它有哪些功能\n然后我们在实际使用过程当中\n有哪些注意事项\n以及我们给它补充了一个非常重要的环节\n就是关于Deepstick V4的Codex的视觉方面这样的问题\n但是我们的课件的上面这一小节\n应该是有一点小问题\n因为很多截图感觉没有加载出来\n就是这一张\n其实很多截图没有加载出来\n稍后再给大家更新一个版本\n理论上的话\n我们最下面\n最下面整个的操作的过程当中\n应该是每一项的操作\n每一项的操作\n他们应该都有一个Codex的TY截图的\n但是TY截图好像被吃了\n导致我们现在这样的整个页面看起来稍微有点点干\n这个不着急\n我们一会儿把这个截图补充上来\n再给大家来看一下\n好\n那么了解了关于Codex的基本的功能之后\n那么接下来我们说还有最后两张的内容\n当然这两张内容我会放到下半场来进行讲解\n那么一张是我们接下来就需要使用好我们的Codex\n来去完成我们当前的数据分析的项目的生成\n和我们当前这个数据分析项目\n从零到一来进行完整开发\n搭建一整个链路了\n对不对\n那么接下来两张\n一张我们是来探讨\n关于当代的AI数据分析的开发的一个基本思路\n和我们现在当前这个项目完整的技术选行\n和一个基本的项目的开发的规划\n或者说它的整体的一个项目基本架构\n是什么样的\n然后我们再考虑如何使用KodX\n来进行一步一步的开发\n这个是我们今天稍后一会儿我们下半场要来讲解的内容\nOK行\n那我们今天的上半场的内容差不多到这就全部都结束了\n那么接下来我们先稍微休息一下\n我也把我刚才这课件里面这个图给大家补充一下\n然后同时我还是盯一下我们后台上传的课件有没有传完\n然后当然大家现在如果没有领取课件的话\n还是这样的可以找我们现在助教老师来领取我们的课程的课件\n当然在我们上半场结束之前\n还是要打一波广告\nOK\n大家现在看到的\n我们今天可以说讲的比较快的\n关于Deep Seek\nV4的正式版这样的一个模型\n如何能接入Codex里面来\n然后去完成对应的agent开发工作\n这部分这样的内容\n公开课这内容实际上是集选自\n我们的2026大模型agent的应用与开发实战课\n这样的一门付费课程\n当然其实公开课\n其实普遍是讲的比较快\n其实也是因为我们希望快速的\n大家快速的建立整个项目的\n全局的这样的认知\n然后其中很多具体的一些细节的\n技术点\n其实我们都没有展开来讲\n那么大家如果希望围绕着\n大模型agent开发来进行\n更加深度完整系统的这样的学习的话\n那么欢迎大家\n报名由我和沐云老师\n还有志杰老师\n我们共同开设的agent应用\n与开发实战课这样的门付费课程\n那么这门课程\n总共是一门100个小时以上的\n完整体系大课\n能够帮大家零基础入门\n然后直达目前顶尖大厂的\n中高级的岗位能力要求\n那么对标的岗位呢\n对标的岗位啊\n是比如说agent的开发工程师啊\nAI开发工程师\n包括啊这个AI算法工程师等等等等啊\n这类agent顶尖的啊\n这样的一个岗位能力要求啊\n当然这么课程呢\n我们是可以完整的丛林技术啊\n开始来进行学习\n这么看总共呢\n是八个阶段啊\n那么啊\n最开始我们会帮大家啊\n完整的丛林啊\n开始来进行一轮\n关于现在的大模型的学习\nagent的应用和agent的开发的一轮完整的入门\n我们会先来讲解\n关于整个的agent开发的一些算法的基础\n包括一些编程的一些基础\n和大模型的基础等等\n这个是我们的stage0\n会拿来进行一轮系统完整的这样的入门\n然后紧接着我们说课程里面的stage1\n就是来进一步来讲解\n目前主流的基础智能体的上手实战\n包括离门槛接入\n像Cloud Code Code Codex OpenCloud\nHermers Agent等等\n但是我们今天讲的Codex\n其实会比较快一点\n很多功能就是快速的跟大家讲一下\n是什么样的定位\n课程里面会跟大家详细完整的\n主行代码带来敲\n带来今天实现的一整个完整流程\n那么同时我们还会介绍非常多的核心功能\n就现在我们在使用Agent的智能体的\n非常多的核心功能的这样的功能入门\n和基础的使用范式和基础的应用实践\n好那么紧接着我们说stage2\n就会进一步的来探讨关于Skills的\n开发和应用实断\n当然像Skills\n现在基本上是我们所有在进行\nagent开发和agent应用过程当中\n必不可少的一项非常基础的\n这样的功能了\n对不对\n我们可以讲解Skills基本原理\n会讲解Skills从你来进行开发\n会来介绍顶尖的Skills的实弹\n和Skills的这样的应用场景\n还有工业级的实现流程\n好那么紧接着我们说第三个阶段\n我们进来探讨关于AI全战的开发入门\n我们会从完整的一个AI产品的项目入手\n来讲解如何做好最一开始的需求调研\n如何来完成web design\n如何来完成web coding\n一整个完整的这样的链路\n那么其实现在我们在进行agent开发过程当中\n大家应该也能够感受到\n其实基本上就是属于一个全站的这样的状态\n其实每个人可能很多时候\n并不是说开发指管开发的事情\n产品经理的指管产品经理的事情\n其实很多时候边界并没有那么的清晰\n有的时候其实我们在进行开发的时候\n最一开始我们需要掌握的能力\n其实往往是一个全站开发这样的能力\n你要能够从最一开始的产品的功能定位\n和需求数理开始来进行操作\n然后包括webdesign是完成一些design相关的操作\n就比如大家现在看到的\n我们这样的一个AI数据分析的这样的系统\n实际上里面就有非常多的webdesign的\n这样的工作在里边\n因为一看AI数据分析系统很明显\n它就不是人工design出来的\n对不对\n它是webdesign出来的\n它是AIdesign出来的\n所以这个实际上是需要我们来进行系统的学习的\n然后接下来webcoding\n来具体的使用AI工具的去完成对应的这样的开发工作\n好\n那么有了掌握了基本的这个全战技能之后\n其实我们就算是能够完整的入门\n能够去完成一些agent开发了\n但是只有这些能力\n我们说可能还不够\n你可能还需要更进一步的去完成一些\n去学习一些更加进阶的这样的agent开发这个技能\n你才能够去完成一些更加具体工业化场景下的agent开发\n那么具体的要掌握哪一些技能呢\n可能就包括一些基础开发框架\n包括这个REG框架\n包括我们说运行时框架\n包括Harness框架\n还有一些额外一些工程化的一些技巧和能力\n比如说都工具的管理\n比如说这个AgenticREG\n比如说这记忆管理\n比如说驾驭工程\n上下文工程\n多智能体系作协作等等等等\n这些实际上属于我们个人的\n更加进阶这样的能力\n好那么再往下\n我们说第五个阶段\nOK我们会进入来讲解\n关于Agent部署上线和运维优化\n相关的这个内容\n那么Agent开发完了\n那么其实这个事情还没有完\n对不对\n你还需要未来考虑持续不断的\n你当前agent长期的部署 运维 监控 性能优化 评估等等\n一整个完整的这样的链路\n所以在第五个阶段我们进一步来探讨关于整个\n所以在第5個階段我們進步來探討關於整個Agent的部署上限的一些基本理論,它的部署上限完整流程,包括容器化編排,包括長期的追蹤和運維和你當前Agent本身的這樣的性能的評估和優化。\n好 那么再往下我们第六个阶段就是webcoding进阶了\n那么有了更强能力之后\n那么接下来我们说webcoding AI编程的能力也需要更强一些\n当然我们现在今天跟大家讲解的这个项目\n相对来说还比较简单\n我们主要是通过一轮一轮的提示\n然后沉淀沉淀了一些agent和沉淀了一些skill\n共同来完成这样的项目的开发\n但实际上我们说对于顶尖的一些更加复杂的\nAI编程的这样的场景下\n你可能还需要去学习\n比如说文档驱动开发\n需要去学习agent的自制循环\n需要学习多智能体协同\n需要学习AI自动化任务等等\n这四个非常核心的议题\n才能够更快速的用好AI\n通过AI这样的杠杆\n去更快速的放大你的核心能力\n好 那么再往下\n我们说最后一个阶段\n就是40架工业项目开发实战了\n是的 我们课程里面\n其实有非常多的\n能够覆盖现在一些看到的\n比如说AI数字员工\n法律\n自媒体运营\nAI编程\n通用智能体\n智能客服\n数据分析\n金融等各个领域的\n全链路的这样的一个项目\n全链路的这样一些项目\n当然其实这一些项目\n现在在我们团队的官网的agent playground\n这个页面里面\n其实能看到其中很多的项目\n那么我们其实也是为了能够让大家更加清楚的看到\n未来我们学习完了之后\n能够获得什么样的成果\n所以我们这里实际上是把很多的项目\n都放到了我们公司官网的页面里面来\n给大家来进行一个在线的这样的体验\n比如说我们这里随便看一个\n比如说内容运营的这样的agent\n对不对\n然后你可以直接点进去\n就能看到我们当前的这样内容运营的agent\n它是如何来进行运行的\n当然我们上面其实现在是已经加载了一些\n这个moc的数据\n能够大家看到直接最后的这样的运行的这样的效果\n然后实际我们在进行运行的过程当时\n实际大家暴露明我们看成之后\n所有的我们现在的这一系列的agent\n都是可以本地来进行部署\n然后来进行一个实时的这样的运行\n导入自己的数据来进行运行\n尝试探索\n包括我们的项目的迁移等等\n都是可以完整的来进行实现的\n那么我们现在课程里面项目\n实际上总共是这么四个类型的项目\n第一个是敏捷型的agent开发\n也是使用现在的open cloud\n或者hermers agent快速去完成一些简易\n快速去完成一些非常垂育的agent开发\n比如说飞速的智能助理\n比如说AI运维和SRE的智能助手\n包括ASU运营的员工\nAI图问工厂等等\n相关的一些这样的一个agent开发\n那么同时接下来我们说第二类的案例\n是顶尖agent一个私有化的1比1\n全功能的复刻和本地部署\n比如说我们会复刻像OpenCloud\n像Hermers Agent\n像Cloud Code\n像GBring\n像Memory Link等等\n那么像这一系列的顶尖的agent\n我们在进复刻了之后\n其实是能够来进行一个定制化开发\n第二个也能更好去适配\n你当前企业里面高并发这样的场景\n然后同时我们是第三类的这个项目\n就是工业级的agent项目组\n包括工业级知识库的项目组\n包括各个业务流程复刻项目组\n包括多智能体编排的这个项目组等等\n也是可以来进行开发的\n那么同时我们是part4\n还有4项旗舰的百万用户级的agent项目开发实战\n分别是编译室的REG企业级知识工厂\n然后企业AXF中台\n然后是OPC\n这个一人公司的数据员工团队\n和数据分析智能体\n总共是有这么四项\n百万用户级的这样的agent开发实战\n那么总共我们说这四个模块\n下面总共是有四十多个\n不同类型的这样的agent\n那么其中我们在我们的公司官网里面\n实际上是上线了其中的二十多个\n不同类型的agent\n供大家来进行一个在线的查看实操\n然后也能够体验的\n现在我们整个的项目\n最后做完了之后\n是一个什么样的成果\n那么其实也是因为现在\n我们说很多的一些团队的\n这个项目实际上是牛鬼蛇神\n什么样都有\n能不能解决\n能不能具体解决问题\n然后它到底有什么样性能\n其实不一定的\n但是我们实际上是希望给大家展示\n我们具体的这个项目的核心这样的功能\n跟它运行这样的效果\n能够大家看到\n我们最后学完了之后\n能够达到什么样的这样的level\n实际上像这样的一系列案例\n每一个这个案例\n我们说如果你能够完整的学完\n对不对\n那么这个思想\n接下来如果你是想来进行秋招\n或找工作的话\n随便写几个方案简历里面\n其实都会有非常好的\n这样的一个效果\n那么所有案例\n也都是我们团队自研的\n这样的一些案例\n大家拿到手之后\n也都是读一份\nOK行\n那么这案例实际上\n大家都是可以\n在我们官网上来进行一个查看\n和来进行一个体验的\n那么除此之外\n我们说其实\n我们今天晚上这个直播\n是我们38期的课程的\n可以说最后一场\n公开课的这样的直播了\n那么很快\n我们38期就会全部的\n应该是在今天晚上\n我们38期就会完整的这样的封班\n然后在我们38期的课程里边\n实际上是给大家提供了非常独特的一项的服务\n就是大家现在这里面看到的\n这个复范Agent或者叫AI9000老师\n那么大家听这个名字也就知道\n对不对\n那么这个Agent实际上是我们团队\n把我们过去所有的开发经验\n和我们的100万字的课件\n全部来进行了一个蒸流\n然后蒸流到一个Agent的里面去\n然后大家现在看到的是当前这个agent完整的\nsorry\n完整的这个知识大脑\n然后里面有所有的\n现在我们agent开发所涉及到的\n全部的这样的一个agent开发的知识点\n和相关的这样的内容\n那么我们当前的agent到底有什么用呢\n当然一个是可以辅助大家来进行学习\n另外一个也可以辅助大家来完成更高效率的agent开发\n那么在这个agent里面\n我们实际上是蒸留了现在老师们所有的\n开发这样的经验技巧和对应的\n不同类型的开发工具开发框架\n所有的这样的知识体系共同汇聚成\n我们现在当前复发agent的知识大脑\n然后同时我们这里也陆续给大家集成了\n400多个不同类型的这样的agent覆盖\n就比如说工程规范\nmulti agent\n部署运维\nAI编程\nRAG\n模型微调等等等等\n各个不同领域的这样一些skill\n给到大家\n让大家能够更加快速的能去完成\n一系列的agent开发\n那么对于这一系列\n我们给大家提炼好的skill\n实际上大家是可以直接\n切断到本地\n或者装到本地的cloud code\n或者装到本地的codex\n当然你也可以直接\n在我们在线的平台来进行运行\n也是可以的\n我们在线也给大家集成了一个\n完整的TY\n或者是说agent的运行时的\n这样的框架和环境\n大家就可以直接在这里面\n来进行一个skills\n读取和来进行一个实时的运行\n这个是我们给大家提供的\n完整的知识大脑和对应的skill\n那么有了这些内容之后\n我们同时\n我们还给大家提供了完整的\n所有的我们当前agent开发课程里面\n所有这些项目的一键迁移的\n像模板和本地部署的项目的完整链路\n也就是说借助我们的复发agent\n实际上你是可以一键就完成\n我们当前的项目的迁移\n或者来进行当前项目的二次开发\n其实都是完全没有问题的\n大家能看到现在实际上\n它就是可以围绕我们现在的\n所有的项目当中的任意一个项目\n来进行本地的迁移\n环境搭建二次开发\n那么之前有很多同学会说\n我们课程里面项目很多\n然后担心学习的过程当中\n可能会学不完\n对不对\n或者说他可能现在想迅速的去完成\n某个项目的这样的一个部署上线\n这样的工作\n那现在我们说\n其实你借助我们的复发agent\n实际上就能够非常快速的来去完成\n对应的这一系列的\n所有的这个项目的安装部署\n迁移所有的这样的这些工作\n当然由于我们复发agent是集合了\n我们团队所有的\n过去一段时间的开发经验\n和对应的这个skill\n所以你也是可以\n在我们的复发agent里边\n直接来进行一个\n这个agent开发\n也是完全没有问题\n我们的复卖agent实际上\n是有一整套完整的\n这样的运行终端的\n你是可以直接\n在我们的运行终端里面\n来进行一个最终极的\n可以非常快速的去完成一系列agent開發這樣的工作。\n然後同時你在進行開發的過程當中也是能夠調用我們當前agent的裡面所有的技能和知識庫,\n帮你更加快速的去完成你企业级的\nagent的开发的应用落地\n当然对于这个复发agent来说\n我们说它的功能其实非常丰富\n那这个agent实际上是单独\n给我们38期的学员提供的\n一项特殊的一个福利\n那么也是因为我们复发agent是首期推出\n也是我们的38期课程\n第一次推出的这样的特殊的这样的服务\n所以也就只有我们的首期\n是免费的这样的状态\n那么对于像复发agent来说\n当然它其实并不属于完整意义上的\n我们课程的这样的产品\n但是我们也是觉得说\n这样的一个东西\n这样的agent能够更加好的\n帮助到大家\n未来的学习和工作\n所以老师们其实\n投入很长时间来进行研发\n那么首期我们的复发agent\n是完全免费的\n那么到39期的话\n接下来我们可能就是\n每一期是按期来进行\n额外的收费了\n我们是1000块钱\n一期的这样的定价\n所以大家现在\n如果对我们agent开发课程\n感兴趣的话\n那么报名我们的38期\n其实仍然还是可以免费\n获得我们的复发agent\n这样的一个专属福利的\n并且我们38期是今天晚上就全部封班了\n所以大家如果对我们的课程感兴趣的话\n那么今天晚上购买38期\n就是我们最后的时间了\n同时因为我们38期今天晚上就会全部的封班结束\n那么明天我们39期新班就会上线\n所以大家现在如果报名我们38期的同学\n还可以获得买一赠一\n而就是说能够获得赠送第39期的\n全部的新增内容的\n这样特殊的福利\n所以今天大家报名肯定是非常划算的\n这样的一个状态\n那么到39期之后\n首先我们的复发agent肯定是要收费了\n然后同时我们的课程定价也会有所调整\n那么大家接下来\n如果比如说大家要进行秋招的这样的冲刺\n或者接下来是要来围绕agent开发\n来进行企业工业级的这样的落地的话\n那么也欢迎大家抓紧时间\n扫描现在屏幕当中二维码添加我们的助教老师\n然后回复大模型\n就能看到我们今天晚上即将封班的\n38期课程的最后的特价\n这样的名额和我们现在这门课程\n完整的课程大纲和对应的课程介绍\n和每一个内容模块的功能介绍\n当然现在我们38期的内容\n基本上是都已经上线了\n然后我们复发agent也是大家报名完之后\n就可以直接领取到来进行一个使用了\n那么我们团队其实也是\n总共是开课6年的时间\n现在在我们课程平台上也有2万多节的课程\n然后我们有7万多名学员\n参与到我们课程学习当中来\n那么我们的课程应该是页面上\n市面上在这个为数不多的\n大家看到其实一直专注于来讲解\n大模型AI技术的这样的一个团队了\n那么38期确实是我们今年以来\n最大的一轮的内容\n这样的改版和迭代\n那么确实今天晚上也是最后的\n38期的课程\n曝明的这样的时间\n所以大家如果对我们课程感兴趣\n换一下扫描\n现在屏幕当中二位码\n添加我们志愿老师来进行咨询\n当然我们说除了\n我们现在大模型agent开发实战课之外\n我们说还有一门课程\n还有三门课程\n分别是沐浴老师讲解的AI编程实战课\n和我来讲解的open cloud\n智能体应用实战课\n和大模型原理跟训练实战课\n这三门课程分别覆盖三个不同类型的细分的方向\n比如说AI编程课主要是来讲\n通用领域下的AI编程的\n那么open cloud智能体应用实战课\n主要是来介绍open cloud的\n怎么样使open cloud来围绕具体不同的场景\n来完成agent开发\n那么同时大模型原理跟训练实战课\n这门课程主要是会讲解\n比如说底层的Transformer这个原理\n开始来进行讲解\n一路讲解到现在的顶尖模型的训练的\n这样的一些流程和模型的后训练\n包括强化学训练和agentic强化学训练\n相关的一些内容\nOK 好\n不管大家对哪门课程感兴趣\n都可以扫描现在屏幕当中二维码\n听讲我们治疗老师来进行咨询\n好 那我们今天的公开课的上半场内容\n到这就全部都结束了\n我们先稍稍休息一下\n然后再开始今天下半场的内容",
  "language": "zh",
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      "start": 0.0,
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      "text": "當然有了Codex的使用過程之後,那麼接下來我們就來看一看如何去使用好Codex,去執行完完整的鏈路。",
      "chunk": 0,
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      "text": "這裡其實是有一個可以說大家現在比較痛點的一個問題,就是對於現在的整個Deep Seek來說,它的本身這個模型其實並沒有任何的視覺方面這樣的能力。",
      "chunk": 0,
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      "text": "对吧",
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      "end": 28.24,
      "text": "所以我们当我们现在的这个小型的这个任务呢",
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      "start": 28.24,
      "end": 30.02,
      "text": "是给我们当前的DeepSeek",
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      "start": 30.02,
      "end": 31.82,
      "text": "给它加上一个视觉这样的能力",
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      "start": 31.82,
      "end": 34.6,
      "text": "那么我们当前当时的现在的这个DeepSeek呢",
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      "start": 34.6,
      "end": 36.26,
      "text": "实际上在进行运行的过程当中啊",
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      "text": "它呢实际上是能够啊",
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      "start": 37.92,
      "end": 40.5,
      "text": "跟我们的Kodaks进行很好的这样的响应啊",
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      "end": 43.18,
      "text": "然后呢完成各式各样的这个交互的工作的啊",
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    {
      "start": 56.5,
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      "text": "去结一个我们当前前端的这样的图片",
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      "start": 59.84,
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      "text": "对不对",
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      "text": "然后再反过头去优化",
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      "text": "这样的效果",
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      "start": 71.02,
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      "text": "对不对",
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      "text": "然后再来进行开发",
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      "text": "Deepseek V4这个模型本身没有视觉这样的能力",
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    {
      "start": 78.0,
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    {
      "start": 79.6,
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      "text": "加入到当前Codex的体系里面来",
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    {
      "start": 83.48,
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      "text": "整个的一些开发的这样的工作",
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      "start": 88.68,
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      "text": "来作为它的视觉的这样的能力的补充",
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      "text": "然后通过MCP这样的方式来进行调用",
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      "text": "我们就不一一展开来说了",
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      "text": "但大家需要知道的是",
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      "text": "这也是我们之后",
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      "text": "非常核心的解决方案",
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      "text": "然后给我们Chem3 Max",
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    {
      "start": 129.84,
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      "text": "前五三点八max这样的模型",
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    {
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      "text": "我们现在做的一个小型的这样的项目",
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      "start": 170.56,
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      "text": "完整的运行这个效果",
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      "text": "现在先让",
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      "text": "现在的DeepseekV4 Flash",
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      "text": "做了一个网页",
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      "text": "这个网页实际上",
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      "text": "是一个围绕某一个项目的",
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      "text": "这样的一个",
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      "text": "目前项目开发进度的一个表",
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      "text": "其实视觉效果还可以",
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      "text": "做的还不错",
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      "text": "然后做完之后",
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      "text": "这里面我们又进行了一版",
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      "text": "移动端的适配",
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      "text": "移动端有些问题",
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    {
      "start": 196.64,
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      "text": "对不对",
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      "text": "它整个的视觉效果就会有一些问题",
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      "text": "所以我们这里",
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      "text": "然后结构化",
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      "text": "然后通过我们的Codex",
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      "text": "来去调用远程的MCP这样的服务",
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      "text": "然后让千万三.8来进行读取",
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      "text": "那么实际上它是改版了很多的内容",
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      "text": "他就围绕我们刚才这个问题来进行一轮修复",
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      "text": "部分版面",
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      "text": "之后这个问题就被修复了",
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      "text": "这个其实是一个非常简单的一个问题",
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      "text": "基本上我们用他来进行测试",
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      "text": "总共也就两条命令",
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      "text": "当前对应的网页的创建",
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      "text": "网页创建",
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    {
      "start": 289.56,
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      "text": "让他来进行一轮视觉审查",
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      "start": 293.08,
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      "text": "然后同时由于我们现在是使用",
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      "start": 294.98,
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      "text": "mcp的这样的服务",
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      "start": 297.02,
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      "text": "所以它其实是一个本地的",
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      "start": 299.64,
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      "text": "一个mcp的sse的服务",
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      "start": 301.58,
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      "text": "然后mcp的服务",
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      "text": "尽管它是一个单独的mcp的服务",
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      "start": 306.46,
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      "text": "但是实际上它是一个本地大模型的",
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    {
      "start": 309.18,
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      "text": "一个响应的过程",
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      "start": 310.24,
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      "text": "内部我们其实是有脚本",
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    {
      "start": 311.58,
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      "text": "调用千万三点八去围绕对应我们需要审查的这样的一个这样的HTML",
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    {
      "start": 316.58,
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      "text": "直接来进行读取",
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    {
      "start": 318.92,
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      "text": "然后直接给出最后的反馈这样的结果",
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      "text": "当然其实你如果你是使用本地的千万三点八",
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      "text": "你是使用千万三点八模型的API",
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    {
      "start": 327.5,
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      "text": "直接来进行运行其实也是可以的",
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      "text": "也就是说如果对于你当前的Codex来说",
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      "start": 331.24,
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      "text": "如果你现在的Codex本身也是比如说直接接入千万三点八",
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      "start": 335.84,
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      "text": "它本身就有视觉能力",
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    {
      "start": 336.78,
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      "text": "或者是让我们上一场更坏课直接接入KimiK3这个模型",
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    {
      "start": 340.38,
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      "text": "本身就有视觉能力的话",
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      "start": 341.52,
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      "text": "那么它其实也是可以直接来去完成对内容审查的",
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    {
      "start": 345.52,
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      "text": "这个其实没问题",
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      "text": "你就不需要有这个mcp这样的工具了",
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      "text": "但是对于deep seek来说",
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      "start": 349.98,
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      "text": "确实它没有视觉这个能力",
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      "text": "所以你得有一个负责视觉审查的mcp工具在这",
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      "start": 354.42,
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      "text": "当然如果你的签用3.8这个比较麻烦",
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    {
      "start": 356.62,
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      "text": "或者本身它的定价比较高的话",
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      "start": 358.44,
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      "text": "你也可以就比如说直接给它做一个",
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    {
      "start": 361.5,
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      "text": "本地部署一个简单的",
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      "text": "它拥有视觉能力的这样的模型",
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    {
      "start": 365.5,
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      "text": "其实也是能够帮你审查出一些问题的",
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      "text": "因为其实对于像deep seek v4 flash这种模型来说",
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      "start": 370.72,
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      "text": "由于它本身指令跟随眼能力很强",
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      "text": "所以你其实并不需要非常精准的跟他说",
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      "start": 374.46,
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      "text": "你这里123455个地方有问题",
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    {
      "start": 376.58,
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      "text": "然后让他来进行修改",
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      "start": 377.62,
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      "text": "其实也不需要",
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      "start": 378.28,
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      "text": "他其实是能够直接指出大概的问题",
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    {
      "start": 381.56,
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      "text": "他就会围绕这些问题来进行深度的探讨",
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    {
      "start": 384.16,
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      "text": "检查跟修改",
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    {
      "start": 385.26,
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      "text": "所以这个其实没有什么问题",
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    {
      "start": 386.72,
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      "text": "当然下面我们这里还给大家",
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    {
      "start": 388.08,
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      "text": "还给了大家一套Seguus",
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    {
      "start": 389.78,
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      "text": "Seguus就是非常灵活的",
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    {
      "start": 392.06,
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      "text": "一旦触发了当前的视觉审查这样的任务",
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    {
      "start": 395.78,
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      "text": "他就调用对应的MCP的工具",
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    {
      "start": 397.72,
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      "text": "对不对",
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    {
      "start": 398.08,
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      "text": "来进行完整的执行",
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    {
      "start": 401.68,
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      "text": "当然这个skill",
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      "start": 403.08,
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      "text": "其实相对来说会有点点复杂",
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    {
      "start": 404.54,
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      "text": "我们这里是总共是有规范好的输入",
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    {
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      "text": "然后工具合同",
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    {
      "start": 409.14,
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      "text": "执行步骤",
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    {
      "start": 409.9,
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      "text": "失败边界的审查",
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    {
      "start": 411.08,
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      "text": "跟输出的收敛",
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    {
      "start": 411.82,
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      "text": "因为这里其实它会设置到多轮的调整",
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    {
      "start": 414.26,
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      "text": "就比如说我们对于当前某个页面来说",
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      "start": 416.24,
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      "text": "其实它的视觉验收",
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    {
      "start": 418.16,
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      "text": "应该是它必备的一个环节",
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    {
      "start": 419.74,
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      "text": "但是并不代表每次修改完了之后",
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    {
      "start": 421.4,
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      "text": "它的视觉验收都能够通过",
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    {
      "start": 423.2,
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      "text": "所以这里面才会有",
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    {
      "start": 425.1,
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      "text": "关于说它多轮的调整收敛的",
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      "start": 427.04,
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      "text": "这样的一个问题",
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    {
      "start": 428.1,
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      "text": "总之就是",
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      "start": 429.02,
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      "text": "我们当上面这个skill",
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    {
      "start": 430.86,
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      "text": "搭配着我们刚刚也大家好的",
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      "start": 432.24,
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      "text": "这MCP",
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    {
      "start": 432.66,
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      "text": "他做的这个事情",
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      "start": 433.54,
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      "text": "是我们现在",
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    {
      "start": 434.6,
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      "text": "先每次开发完了之后",
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      "text": "接下来我们就用PlayerWrite",
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    {
      "start": 437.3,
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      "text": "来进行截图",
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    {
      "start": 438.0,
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      "text": "截图完了之后",
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    {
      "start": 438.72,
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      "text": "有一个具体的哈希值",
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    {
      "start": 440.02,
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      "text": "然后跟我们说",
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    {
      "start": 441.52,
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      "text": "现在就已经有了一个",
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    {
      "start": 443.24,
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      "text": "基本的需要来进行视觉审核",
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    {
      "start": 444.86,
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      "text": "这样的输入了",
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    {
      "start": 445.5,
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      "text": "然后接下来",
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    {
      "start": 446.52,
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      "text": "有一个工具可通",
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    {
      "start": 447.7,
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      "text": "工具可通的实际上",
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    {
      "start": 448.52,
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      "text": "就是把我们现在",
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    {
      "start": 449.84,
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      "text": "对应的需要审查",
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    {
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      "text": "这个内容",
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    {
      "start": 451.56,
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      "text": "图片",
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    {
      "start": 452.26,
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      "text": "然后室口和业务目标",
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    {
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      "text": "审查维度",
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    {
      "start": 454.54,
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      "text": "放到同一个请求",
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    {
      "start": 455.48,
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      "text": "然后交给我们外部的MCP工具来进行一个执行",
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    {
      "start": 459.24,
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      "text": "然后接下来执行步骤",
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      "text": "执行步骤是我们希望外部工具是按照这样的方式来进行执行",
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    {
      "start": 464.82,
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      "text": "目标和原码 截图 审查 等等等等",
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    {
      "start": 467.84,
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      "text": "然后定义好我们现在失败具体的这样的",
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      "text": "我们现在出现了这样的问题",
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    {
      "start": 473.4,
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      "text": "以及外部工具在进行调用的过程当中",
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      "start": 475.22,
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      "text": "MCP在进行调用的过程当中如果出现了问题",
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      "text": "它是怎么样记录它自己当前运行的这样的问题",
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      "start": 480.1,
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      "text": "然後最後返回一組結果,包括我們現在的需要做的這樣的一個問題,然後等等等等。最後審查這樣的結果。",
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      "start": 487.7,
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      "text": "然后同时它还有非常详细的输出跟收敛",
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      "start": 491.08,
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      "text": "然后所谓输出跟收敛",
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    {
      "start": 492.02,
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      "text": "指的是它会不断的去铲除我们上面的",
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    {
      "start": 495.16,
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      "text": "需要进行视觉输入这样的内容",
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      "text": "就每次运行完之后都会再解词图",
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    {
      "start": 498.92,
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      "text": "然后去看看现在有没有变化",
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    {
      "start": 500.88,
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      "text": "然后再让外部审核一次",
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      "start": 502.38,
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      "text": "然后如果有问题就再改",
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      "text": "如果没有问题最后就收敛",
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    {
      "start": 505.16,
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      "text": "真的没回事",
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      "text": "所以这个实际上是一个完整的skill",
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      "text": "这个skill也是我们接下来",
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      "start": 510.02,
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      "text": "非常重要的一个需要去运行的skill了",
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      "start": 514.7,
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      "text": "需要去使用的一个skill",
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    {
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      "text": "因为在我们未来的项目开发里面",
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      "text": "其实会反复用到非常多的",
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      "text": "不是非常多",
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      "start": 522.38,
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      "text": "就是每次运行其实都会涉及到对应的",
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    {
      "start": 525.0,
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      "text": "这个skill的对应的视觉能力的这样的审查",
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    {
      "start": 528.02,
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      "text": "所以这个skill在我们课程里面也是有的",
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    {
      "start": 530.4,
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      "text": "包括它背后一整套的这样的一些工具",
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      "text": "其实在我们的课程里面都是有",
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    {
      "start": 536.32,
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      "text": "就上面我们其实非常快的给大家看了一下",
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      "text": "有很多的一些脚本",
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      "text": "但是这上面的每一个脚本",
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      "start": 541.52,
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      "text": "其实我们都没有把它打开来",
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    {
      "start": 543.54,
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      "text": "来进行一个详细的查看",
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      "text": "那么这脚本在我们的课件里面其实也都是有的",
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      "text": "所有这个脚本都是用于去围绕我们当前的视觉",
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    {
      "start": 552.22,
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      "text": "来进行一些审查和输出对应的视觉审核的结果的",
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    {
      "start": 556.76,
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      "text": "这样的一些脚本",
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    {
      "start": 557.8,
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      "text": "这个大家回头可以练到课件之后",
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    {
      "start": 560.16,
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      "text": "自己来进行一个部署和来进行一个使用",
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    {
      "start": 562.46,
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      "text": "好",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.1020970102083885,
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    {
      "start": 562.9,
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      "text": "那么基本上我们就到这",
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    {
      "start": 564.6,
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      "text": "对于像Codex的一个基本的简单的使用入门",
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    {
      "start": 568.18,
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      "text": "大家也就能明白它有哪些功能",
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      "text": "然后我们在实际使用过程当中",
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    {
      "start": 572.28,
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      "text": "有哪些注意事项",
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    {
      "start": 573.74,
      "end": 576.84,
      "text": "以及我们给它补充了一个非常重要的环节",
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      "start": 576.84,
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      "text": "就是关于Deepstick V4的Codex的视觉方面这样的问题",
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    {
      "start": 580.98,
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      "text": "但是我们的课件的上面这一小节",
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    {
      "start": 584.02,
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      "text": "应该是有一点小问题",
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    {
      "start": 585.48,
      "end": 588.0,
      "text": "因为很多截图感觉没有加载出来",
      "chunk": 1,
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      "no_speech_prob": 2.595887740874936e-11,
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    {
      "start": 588.0,
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      "text": "就是这一张",
      "chunk": 1,
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    {
      "start": 588.84,
      "end": 590.12,
      "text": "其实很多截图没有加载出来",
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      "no_speech_prob": 2.595887740874936e-11,
      "compression_ratio": 1.4125412541254125
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    {
      "start": 590.12,
      "end": 591.88,
      "text": "稍后再给大家更新一个版本",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.11590355819796924,
      "no_speech_prob": 2.595887740874936e-11,
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    {
      "start": 591.88,
      "end": 592.92,
      "text": "理论上的话",
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    {
      "start": 592.92,
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      "text": "我们最下面",
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    {
      "start": 593.88,
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      "text": "最下面整个的操作的过程当中",
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    {
      "start": 597.46,
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      "text": "应该是每一项的操作",
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    {
      "start": 599.76,
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      "text": "每一项的操作",
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    {
      "start": 600.66,
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      "text": "他们应该都有一个Codex的TY截图的",
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      "text": "但是TY截图好像被吃了",
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    {
      "start": 606.38,
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      "text": "导致我们现在这样的整个页面看起来稍微有点点干",
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    {
      "start": 610.2,
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      "text": "这个不着急",
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    {
      "start": 611.32,
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      "text": "我们一会儿把这个截图补充上来",
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    {
      "start": 612.94,
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      "text": "再给大家来看一下",
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    {
      "start": 613.92,
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      "text": "好",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.09444972363913931,
      "no_speech_prob": 3.1417667079036704e-11,
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    {
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      "text": "那么了解了关于Codex的基本的功能之后",
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    {
      "start": 618.14,
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      "text": "那么接下来我们说还有最后两张的内容",
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    {
      "start": 620.66,
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      "text": "当然这两张内容我会放到下半场来进行讲解",
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    {
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      "text": "那么一张是我们接下来就需要使用好我们的Codex",
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    {
      "start": 627.08,
      "end": 632.52,
      "text": "来去完成我们当前的数据分析的项目的生成",
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    {
      "start": 632.52,
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      "text": "和我们当前这个数据分析项目",
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    {
      "start": 634.58,
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      "text": "从零到一来进行完整开发",
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      "no_speech_prob": 1.9218737712378697e-11,
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    {
      "start": 636.14,
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      "text": "搭建一整个链路了",
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    {
      "start": 637.48,
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      "text": "对不对",
      "chunk": 1,
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    {
      "start": 637.72,
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      "text": "那么接下来两张",
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    {
      "start": 638.84,
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      "text": "一张我们是来探讨",
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    {
      "start": 640.32,
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      "text": "关于当代的AI数据分析的开发的一个基本思路",
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    {
      "start": 643.08,
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      "text": "和我们现在当前这个项目完整的技术选行",
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    {
      "start": 647.16,
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      "text": "和一个基本的项目的开发的规划",
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      "no_speech_prob": 1.9218737712378697e-11,
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    {
      "start": 649.9,
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      "text": "或者说它的整体的一个项目基本架构",
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    {
      "start": 652.52,
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      "text": "是什么样的",
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    {
      "start": 653.26,
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      "text": "然后我们再考虑如何使用KodX",
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    {
      "start": 656.68,
      "end": 657.96,
      "text": "来进行一步一步的开发",
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      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 657.96,
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      "text": "这个是我们今天稍后一会儿我们下半场要来讲解的内容",
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      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 663.24,
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      "text": "OK行",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.14842207838849322,
      "no_speech_prob": 2.8278447292140463e-11,
      "compression_ratio": 1.529595015576324
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    {
      "start": 664.7,
      "end": 669.44,
      "text": "那我们今天的上半场的内容差不多到这就全部都结束了",
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      "avg_logprob": -0.14842207838849322,
      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 669.44,
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      "text": "那么接下来我们先稍微休息一下",
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    {
      "start": 671.4,
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      "text": "我也把我刚才这课件里面这个图给大家补充一下",
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      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 674.72,
      "end": 678.16,
      "text": "然后同时我还是盯一下我们后台上传的课件有没有传完",
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      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 678.16,
      "end": 680.74,
      "text": "然后当然大家现在如果没有领取课件的话",
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      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 680.74,
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      "text": "还是这样的可以找我们现在助教老师来领取我们的课程的课件",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.14842207838849322,
      "no_speech_prob": 2.8278447292140463e-11,
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    {
      "start": 685.72,
      "end": 687.7,
      "text": "当然在我们上半场结束之前",
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    {
      "start": 687.7,
      "end": 689.16,
      "text": "还是要打一波广告",
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    {
      "start": 689.16,
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      "text": "OK",
      "chunk": 1,
      "language": "zh",
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    {
      "start": 690.4,
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      "text": "大家现在看到的",
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    {
      "start": 691.6,
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      "text": "我们今天可以说讲的比较快的",
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    {
      "start": 694.04,
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      "text": "关于Deep Seek",
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      "avg_logprob": -0.1379504368222993,
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      "start": 695.22,
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      "text": "V4的正式版这样的一个模型",
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    {
      "start": 698.5,
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      "text": "如何能接入Codex里面来",
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    {
      "start": 700.24,
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      "text": "然后去完成对应的agent开发工作",
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    {
      "start": 704.26,
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      "text": "这部分这样的内容",
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    {
      "start": 705.28,
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      "text": "公开课这内容实际上是集选自",
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    {
      "start": 707.24,
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      "text": "我们的2026大模型agent的应用与开发实战课",
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    {
      "start": 710.18,
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      "text": "这样的一门付费课程",
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      "text": "当然其实公开课",
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      "start": 712.9,
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      "text": "其实普遍是讲的比较快",
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      "start": 714.38,
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      "text": "其实也是因为我们希望快速的",
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    {
      "start": 716.48,
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      "text": "大家快速的建立整个项目的",
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    {
      "start": 719.16,
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      "text": "全局的这样的认知",
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      "start": 720.48,
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      "text": "然后其中很多具体的一些细节的",
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    {
      "start": 722.92,
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      "text": "技术点",
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      "start": 723.42,
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      "text": "其实我们都没有展开来讲",
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    {
      "start": 725.22,
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      "text": "那么大家如果希望围绕着",
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    {
      "start": 726.96,
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      "text": "大模型agent开发来进行",
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    {
      "start": 728.64,
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      "text": "更加深度完整系统的这样的学习的话",
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    {
      "start": 731.28,
      "end": 732.14,
      "text": "那么欢迎大家",
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      "start": 732.14,
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      "text": "报名由我和沐云老师",
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      "start": 733.58,
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      "text": "还有志杰老师",
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      "text": "我们共同开设的agent应用",
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    {
      "start": 736.28,
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      "text": "与开发实战课这样的门付费课程",
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      "text": "那么这门课程",
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    {
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      "text": "总共是一门100个小时以上的",
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    {
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      "text": "完整体系大课",
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    {
      "start": 742.66,
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      "text": "能够帮大家零基础入门",
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    {
      "start": 744.9,
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      "text": "然后直达目前顶尖大厂的",
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    {
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      "text": "中高级的岗位能力要求",
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      "text": "那么对标的岗位呢",
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    {
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      "text": "对标的岗位啊",
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      "text": "是比如说agent的开发工程师啊",
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      "text": "AI开发工程师",
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      "text": "包括啊这个AI算法工程师等等等等啊",
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      "text": "这类agent顶尖的啊",
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      "text": "这样的一个岗位能力要求啊",
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      "text": "当然这么课程呢",
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    {
      "start": 760.8,
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      "text": "我们是可以完整的丛林技术啊",
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    {
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      "text": "开始来进行学习",
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      "text": "这么看总共呢",
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    {
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      "text": "是八个阶段啊",
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      "text": "那么啊",
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      "text": "最开始我们会帮大家啊",
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    {
      "start": 769.58,
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      "text": "完整的丛林啊",
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    {
      "start": 770.72,
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      "text": "开始来进行一轮",
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    {
      "start": 771.82,
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      "text": "关于现在的大模型的学习",
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      "start": 774.68,
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      "text": "agent的应用和agent的开发的一轮完整的入门",
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      "text": "我们会先来讲解",
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      "text": "关于整个的agent开发的一些算法的基础",
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      "text": "和大模型的基础等等",
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      "text": "这个是我们的stage0",
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      "text": "会拿来进行一轮系统完整的这样的入门",
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      "text": "然后紧接着我们说课程里面的stage1",
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      "text": "目前主流的基础智能体的上手实战",
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      "text": "包括离门槛接入",
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    {
      "start": 800.16,
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      "text": "像Cloud Code Code Codex OpenCloud",
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    {
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      "text": "Hermers Agent等等",
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      "text": "但是我们今天讲的Codex",
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      "text": "其实会比较快一点",
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      "start": 805.56,
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      "text": "很多功能就是快速的跟大家讲一下",
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      "text": "是什么样的定位",
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      "text": "课程里面会跟大家详细完整的",
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      "text": "主行代码带来敲",
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      "text": "带来今天实现的一整个完整流程",
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      "text": "那么同时我们还会介绍非常多的核心功能",
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      "text": "就现在我们在使用Agent的智能体的",
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      "text": "非常多的核心功能的这样的功能入门",
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      "text": "和基础的使用范式和基础的应用实践",
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      "text": "好那么紧接着我们说stage2",
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      "text": "就会进一步的来探讨关于Skills的",
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      "text": "当然像Skills",
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      "text": "现在基本上是我们所有在进行",
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      "start": 835.38,
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      "text": "必不可少的一项非常基础的",
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      "text": "这样的功能了",
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    {
      "start": 837.88,
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      "text": "对不对",
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      "text": "我们可以讲解Skills基本原理",
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      "text": "和Skills的这样的应用场景",
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      "text": "还有工业级的实现流程",
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      "text": "我们进来探讨关于AI全战的开发入门",
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      "text": "我们会从完整的一个AI产品的项目入手",
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      "text": "来讲解如何做好最一开始的需求调研",
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    {
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    {
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      "text": "一整个完整的这样的链路",
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      "text": "那么其实现在我们在进行agent开发过程当中",
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      "text": "大家应该也能够感受到",
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    {
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      "text": "其实基本上就是属于一个全站的这样的状态",
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      "text": "并不是说开发指管开发的事情",
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      "text": "产品经理的指管产品经理的事情",
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      "text": "其实往往是一个全站开发这样的能力",
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      "text": "和需求数理开始来进行操作",
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      "text": "然后包括webdesign是完成一些design相关的操作",
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      "text": "就比如大家现在看到的",
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      "text": "我们这样的一个AI数据分析的这样的系统",
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      "text": "实际上里面就有非常多的webdesign的",
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      "text": "因为一看AI数据分析系统很明显",
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      "text": "它就不是人工design出来的",
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    {
      "start": 908.82,
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      "text": "对不对",
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      "text": "它是webdesign出来的",
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      "text": "它是AIdesign出来的",
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      "text": "所以这个实际上是需要我们来进行系统的学习的",
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      "text": "来具体的使用AI工具的去完成对应的这样的开发工作",
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      "text": "好",
      "chunk": 1,
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      "text": "那么有了掌握了基本的这个全战技能之后",
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    {
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      "text": "其实我们就算是能够完整的入门",
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    {
      "start": 925.56,
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      "text": "能够去完成一些agent开发了",
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      "text": "但是只有这些能力",
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      "text": "我们说可能还不够",
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      "text": "你可能还需要更进一步的去完成一些",
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    {
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      "text": "去学习一些更加进阶的这样的agent开发这个技能",
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      "no_speech_prob": 2.5849359111540515e-11,
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      "text": "那么具体的要掌握哪一些技能呢",
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    {
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      "text": "可能就包括一些基础开发框架",
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      "avg_logprob": -0.08998557059995589,
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    {
      "start": 945.58,
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      "text": "包括这个REG框架",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.15086937798394098,
      "no_speech_prob": 3.4787693559135136e-11,
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    {
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      "end": 948.88,
      "text": "包括我们说运行时框架",
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      "language": "zh",
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      "no_speech_prob": 3.4787693559135136e-11,
      "compression_ratio": 1.450777202072539
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    {
      "start": 948.88,
      "end": 949.76,
      "text": "包括Harness框架",
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      "no_speech_prob": 3.4787693559135136e-11,
      "compression_ratio": 1.450777202072539
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    {
      "start": 949.76,
      "end": 952.48,
      "text": "还有一些额外一些工程化的一些技巧和能力",
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      "compression_ratio": 1.450777202072539
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    {
      "start": 952.48,
      "end": 953.86,
      "text": "比如说都工具的管理",
      "chunk": 1,
      "language": "zh",
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      "compression_ratio": 1.450777202072539
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    {
      "start": 953.86,
      "end": 955.02,
      "text": "比如说这个AgenticREG",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.15086937798394098,
      "no_speech_prob": 3.4787693559135136e-11,
      "compression_ratio": 1.450777202072539
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    {
      "start": 955.02,
      "end": 956.08,
      "text": "比如说这记忆管理",
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      "compression_ratio": 1.450777202072539
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    {
      "start": 956.08,
      "end": 957.0,
      "text": "比如说驾驭工程",
      "chunk": 1,
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      "no_speech_prob": 3.4787693559135136e-11,
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    {
      "start": 957.0,
      "end": 957.8,
      "text": "上下文工程",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.15086937798394098,
      "no_speech_prob": 3.4787693559135136e-11,
      "compression_ratio": 1.450777202072539
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    {
      "start": 957.8,
      "end": 959.42,
      "text": "多智能体系作协作等等等等",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.15086937798394098,
      "no_speech_prob": 3.4787693559135136e-11,
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    {
      "start": 959.42,
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      "text": "这些实际上属于我们个人的",
      "chunk": 1,
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      "no_speech_prob": 3.4787693559135136e-11,
      "compression_ratio": 1.450777202072539
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    {
      "start": 961.6,
      "end": 962.84,
      "text": "更加进阶这样的能力",
      "chunk": 1,
      "language": "zh",
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      "compression_ratio": 1.450777202072539
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    {
      "start": 962.84,
      "end": 963.94,
      "text": "好那么再往下",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.15086937798394098,
      "no_speech_prob": 3.4787693559135136e-11,
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    {
      "start": 963.94,
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      "text": "我们说第五个阶段",
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    {
      "start": 964.76,
      "end": 965.96,
      "text": "OK我们会进入来讲解",
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    {
      "start": 965.96,
      "end": 968.1,
      "text": "关于Agent部署上线和运维优化",
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      "no_speech_prob": 3.4787693559135136e-11,
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    {
      "start": 968.1,
      "end": 968.9,
      "text": "相关的这个内容",
      "chunk": 1,
      "language": "zh",
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    {
      "start": 968.9,
      "end": 969.86,
      "text": "那么Agent开发完了",
      "chunk": 1,
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    {
      "start": 969.86,
      "end": 971.36,
      "text": "那么其实这个事情还没有完",
      "chunk": 1,
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      "no_speech_prob": 3.4787693559135136e-11,
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    {
      "start": 971.36,
      "end": 971.68,
      "text": "对不对",
      "chunk": 1,
      "language": "zh",
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    {
      "start": 971.68,
      "end": 973.54,
      "text": "你还需要未来考虑持续不断的",
      "chunk": 1,
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      "no_speech_prob": 1.5324241875447342e-11,
      "compression_ratio": 1.0748663101604279
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    {
      "start": 973.54,
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      "text": "你当前agent长期的部署 运维 监控 性能优化 评估等等",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.12097511934430412,
      "no_speech_prob": 1.5324241875447342e-11,
      "compression_ratio": 1.0748663101604279
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    {
      "start": 980.16,
      "end": 981.74,
      "text": "一整个完整的这样的链路",
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    {
      "start": 981.74,
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      "text": "所以在第五个阶段我们进一步来探讨关于整个",
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      "text": "所以在第5個階段我們進步來探討關於整個Agent的部署上限的一些基本理論,它的部署上限完整流程,包括容器化編排,包括長期的追蹤和運維和你當前Agent本身的這樣的性能的評估和優化。",
      "chunk": 2,
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      "text": "好 那么再往下我们第六个阶段就是webcoding进阶了",
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      "text": "那么有了更强能力之后",
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      "text": "那么接下来我们说webcoding AI编程的能力也需要更强一些",
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    {
      "start": 1005.181,
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      "text": "当然我们现在今天跟大家讲解的这个项目",
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    {
      "start": 1007.681,
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      "text": "相对来说还比较简单",
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    {
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      "text": "我们主要是通过一轮一轮的提示",
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    {
      "start": 1010.221,
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      "text": "然后沉淀沉淀了一些agent和沉淀了一些skill",
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    {
      "start": 1013.301,
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      "text": "共同来完成这样的项目的开发",
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    {
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      "text": "但实际上我们说对于顶尖的一些更加复杂的",
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    {
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      "text": "AI编程的这样的场景下",
      "chunk": 2,
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    {
      "start": 1019.341,
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      "text": "你可能还需要去学习",
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      "compression_ratio": 1.4619289340101522
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    {
      "start": 1020.381,
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      "text": "比如说文档驱动开发",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.09488280402289496,
      "no_speech_prob": 5.380558498746524e-11,
      "compression_ratio": 1.4619289340101522
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    {
      "start": 1021.461,
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      "text": "需要去学习agent的自制循环",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 5.380558498746524e-11,
      "compression_ratio": 1.4619289340101522
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    {
      "start": 1022.941,
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      "text": "需要学习多智能体协同",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.7425657231350264e-11,
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    {
      "start": 1024.821,
      "end": 1026.561,
      "text": "需要学习AI自动化任务等等",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08974869622124566,
      "no_speech_prob": 2.7425657231350264e-11,
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    {
      "start": 1026.561,
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      "text": "这四个非常核心的议题",
      "chunk": 2,
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      "no_speech_prob": 2.7425657231350264e-11,
      "compression_ratio": 1.349726775956284
    },
    {
      "start": 1028.541,
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      "text": "才能够更快速的用好AI",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08974869622124566,
      "no_speech_prob": 2.7425657231350264e-11,
      "compression_ratio": 1.349726775956284
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    {
      "start": 1030.461,
      "end": 1032.061,
      "text": "通过AI这样的杠杆",
      "chunk": 2,
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      "no_speech_prob": 2.7425657231350264e-11,
      "compression_ratio": 1.349726775956284
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    {
      "start": 1032.061,
      "end": 1033.921,
      "text": "去更快速的放大你的核心能力",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08974869622124566,
      "no_speech_prob": 2.7425657231350264e-11,
      "compression_ratio": 1.349726775956284
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    {
      "start": 1033.921,
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      "text": "好 那么再往下",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.08974869622124566,
      "no_speech_prob": 2.7425657231350264e-11,
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    {
      "start": 1034.941,
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      "text": "我们说最后一个阶段",
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    {
      "start": 1035.721,
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      "text": "就是40架工业项目开发实战了",
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    {
      "start": 1037.561,
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      "text": "是的 我们课程里面",
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    {
      "start": 1038.561,
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      "text": "其实有非常多的",
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    {
      "start": 1039.781,
      "end": 1041.401,
      "text": "能够覆盖现在一些看到的",
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      "compression_ratio": 1.349726775956284
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    {
      "start": 1041.401,
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      "text": "比如说AI数字员工",
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    {
      "start": 1042.421,
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      "text": "法律",
      "chunk": 2,
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    {
      "start": 1042.981,
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      "text": "自媒体运营",
      "chunk": 2,
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    {
      "start": 1044.461,
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      "text": "AI编程",
      "chunk": 2,
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    {
      "start": 1045.081,
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      "text": "通用智能体",
      "chunk": 2,
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      "no_speech_prob": 2.7425657231350264e-11,
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    {
      "start": 1045.721,
      "end": 1046.221,
      "text": "智能客服",
      "chunk": 2,
      "language": "zh",
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      "no_speech_prob": 2.7425657231350264e-11,
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    {
      "start": 1046.221,
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      "text": "数据分析",
      "chunk": 2,
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    {
      "start": 1046.681,
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      "text": "金融等各个领域的",
      "chunk": 2,
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    {
      "start": 1047.921,
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      "text": "全链路的这样的一个项目",
      "chunk": 2,
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    {
      "start": 1050.221,
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      "text": "全链路的这样一些项目",
      "chunk": 2,
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      "no_speech_prob": 1.8482214023118892e-11,
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    {
      "start": 1056.441,
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      "text": "当然其实这一些项目",
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      "no_speech_prob": 1.8482214023118892e-11,
      "compression_ratio": 1.4768683274021353
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    {
      "start": 1058.521,
      "end": 1061.661,
      "text": "现在在我们团队的官网的agent playground",
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      "no_speech_prob": 1.8482214023118892e-11,
      "compression_ratio": 1.4768683274021353
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    {
      "start": 1061.661,
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      "text": "这个页面里面",
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      "text": "其实能看到其中很多的项目",
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      "start": 1064.941,
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      "text": "那么我们其实也是为了能够让大家更加清楚的看到",
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      "no_speech_prob": 1.8482214023118892e-11,
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    {
      "start": 1068.241,
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      "text": "未来我们学习完了之后",
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      "compression_ratio": 1.4768683274021353
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    {
      "start": 1069.301,
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      "text": "能够获得什么样的成果",
      "chunk": 2,
      "language": "zh",
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    {
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      "text": "所以我们这里实际上是把很多的项目",
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      "compression_ratio": 1.4768683274021353
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    {
      "start": 1073.661,
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      "text": "都放到了我们公司官网的页面里面来",
      "chunk": 2,
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      "no_speech_prob": 1.8482214023118892e-11,
      "compression_ratio": 1.4768683274021353
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    {
      "start": 1077.601,
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      "text": "给大家来进行一个在线的这样的体验",
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    {
      "start": 1080.381,
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      "text": "比如说我们这里随便看一个",
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      "no_speech_prob": 3.4793057324122856e-11,
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    {
      "start": 1082.101,
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      "text": "比如说内容运营的这样的agent",
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      "compression_ratio": 1.5981308411214954
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    {
      "start": 1085.101,
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      "text": "对不对",
      "chunk": 2,
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    {
      "start": 1085.481,
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      "text": "然后你可以直接点进去",
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    {
      "start": 1086.761,
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      "text": "就能看到我们当前的这样内容运营的agent",
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      "start": 1090.781,
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      "text": "它是如何来进行运行的",
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    {
      "start": 1092.361,
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      "text": "当然我们上面其实现在是已经加载了一些",
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    {
      "start": 1094.901,
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      "text": "这个moc的数据",
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    {
      "start": 1096.221,
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      "text": "能够大家看到直接最后的这样的运行的这样的效果",
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    {
      "start": 1099.161,
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      "text": "然后实际我们在进行运行的过程当时",
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    {
      "start": 1101.361,
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      "text": "实际大家暴露明我们看成之后",
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      "avg_logprob": -0.13285331726074218,
      "no_speech_prob": 3.4793057324122856e-11,
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    {
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      "text": "所有的我们现在的这一系列的agent",
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      "compression_ratio": 1.5981308411214954
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    {
      "start": 1106.481,
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      "text": "都是可以本地来进行部署",
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    {
      "start": 1108.521,
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      "text": "然后来进行一个实时的这样的运行",
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    {
      "start": 1111.321,
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      "text": "导入自己的数据来进行运行",
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      "no_speech_prob": 3.616554278274009e-11,
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    {
      "start": 1113.761,
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      "text": "尝试探索",
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    {
      "start": 1114.841,
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      "text": "包括我们的项目的迁移等等",
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    {
      "start": 1117.321,
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      "text": "都是可以完整的来进行实现的",
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      "text": "那么我们现在课程里面项目",
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    {
      "start": 1121.401,
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      "text": "实际上总共是这么四个类型的项目",
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      "text": "第一个是敏捷型的agent开发",
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    {
      "start": 1126.061,
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      "text": "也是使用现在的open cloud",
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    {
      "start": 1127.441,
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      "text": "或者hermers agent快速去完成一些简易",
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    {
      "start": 1130.541,
      "end": 1133.341,
      "text": "快速去完成一些非常垂育的agent开发",
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    {
      "start": 1133.341,
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      "text": "比如说飞速的智能助理",
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    {
      "start": 1136.001,
      "end": 1138.381,
      "text": "比如说AI运维和SRE的智能助手",
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    {
      "start": 1138.381,
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      "text": "包括ASU运营的员工",
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    {
      "start": 1140.561,
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      "text": "AI图问工厂等等",
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      "start": 1141.901,
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      "text": "相关的一些这样的一个agent开发",
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      "text": "那么同时接下来我们说第二类的案例",
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      "text": "是顶尖agent一个私有化的1比1",
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    {
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      "text": "全功能的复刻和本地部署",
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      "text": "比如说我们会复刻像OpenCloud",
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    {
      "start": 1153.401,
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      "text": "像Hermers Agent",
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    {
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      "text": "像Cloud Code",
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    {
      "start": 1155.321,
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      "text": "像GBring",
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    {
      "start": 1156.121,
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      "text": "像Memory Link等等",
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      "text": "那么像这一系列的顶尖的agent",
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      "text": "我们在进复刻了之后",
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    {
      "start": 1161.041,
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      "text": "其实是能够来进行一个定制化开发",
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    {
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      "text": "第二个也能更好去适配",
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    {
      "start": 1164.621,
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      "text": "你当前企业里面高并发这样的场景",
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    {
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      "text": "然后同时我们是第三类的这个项目",
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    {
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      "text": "就是工业级的agent项目组",
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    {
      "start": 1170.741,
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      "text": "包括工业级知识库的项目组",
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    {
      "start": 1173.101,
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      "text": "包括各个业务流程复刻项目组",
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    {
      "start": 1175.781,
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      "text": "包括多智能体编排的这个项目组等等",
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    {
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      "text": "也是可以来进行开发的",
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    {
      "start": 1180.081,
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      "text": "那么同时我们是part4",
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    {
      "start": 1181.521,
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      "text": "还有4项旗舰的百万用户级的agent项目开发实战",
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      "no_speech_prob": 2.318687603031222e-11,
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    {
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      "text": "分别是编译室的REG企业级知识工厂",
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      "text": "然后企业AXF中台",
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    {
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      "text": "然后是OPC",
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    {
      "start": 1192.201,
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      "text": "这个一人公司的数据员工团队",
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      "no_speech_prob": 2.7292175464044277e-11,
      "compression_ratio": 1.5223880597014925
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    {
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      "text": "和数据分析智能体",
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    {
      "start": 1195.581,
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      "text": "总共是有这么四项",
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    {
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      "text": "百万用户级的这样的agent开发实战",
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      "text": "那么总共我们说这四个模块",
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    {
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      "text": "下面总共是有四十多个",
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    {
      "start": 1203.241,
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      "text": "不同类型的这样的agent",
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    {
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      "text": "那么其中我们在我们的公司官网里面",
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    {
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      "text": "实际上是上线了其中的二十多个",
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    {
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      "text": "不同类型的agent",
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      "compression_ratio": 1.5223880597014925
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    {
      "start": 1209.341,
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      "text": "供大家来进行一个在线的查看实操",
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      "text": "然后也能够体验的",
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    {
      "start": 1215.421,
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      "text": "现在我们整个的项目",
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    {
      "start": 1218.021,
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      "text": "最后做完了之后",
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    {
      "start": 1218.921,
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      "text": "是一个什么样的成果",
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      "text": "那么其实也是因为现在",
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    {
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      "text": "我们说很多的一些团队的",
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    {
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      "text": "这个项目实际上是牛鬼蛇神",
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    {
      "start": 1227.381,
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      "text": "什么样都有",
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    {
      "start": 1228.081,
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      "text": "能不能解决",
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    {
      "start": 1228.741,
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      "text": "能不能具体解决问题",
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    {
      "start": 1229.881,
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      "text": "然后它到底有什么样性能",
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    {
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      "text": "其实不一定的",
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    {
      "start": 1232.501,
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      "text": "但是我们实际上是希望给大家展示",
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    {
      "start": 1234.641,
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      "text": "我们具体的这个项目的核心这样的功能",
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    {
      "start": 1238.001,
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      "text": "跟它运行这样的效果",
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    {
      "start": 1239.061,
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      "text": "能够大家看到",
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    {
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      "text": "我们最后学完了之后",
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    {
      "start": 1240.981,
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      "text": "能够达到什么样的这样的level",
      "chunk": 2,
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      "avg_logprob": -0.11533589749722867,
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    {
      "start": 1242.701,
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      "text": "实际上像这样的一系列案例",
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    {
      "start": 1244.461,
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      "text": "每一个这个案例",
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    {
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      "text": "我们说如果你能够完整的学完",
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    {
      "start": 1248.081,
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      "text": "对不对",
      "chunk": 2,
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    {
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      "text": "那么这个思想",
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    {
      "start": 1250.361,
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      "text": "接下来如果你是想来进行秋招",
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      "no_speech_prob": 3.356842928625703e-11,
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    {
      "start": 1251.901,
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      "text": "或找工作的话",
      "chunk": 2,
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      "avg_logprob": -0.11763808933006326,
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    {
      "start": 1252.601,
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      "text": "随便写几个方案简历里面",
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    {
      "start": 1253.821,
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      "text": "其实都会有非常好的",
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    {
      "start": 1255.061,
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      "text": "这样的一个效果",
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    {
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      "text": "那么所有案例",
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    {
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      "text": "也都是我们团队自研的",
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    {
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      "text": "这样的一些案例",
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    {
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      "text": "大家拿到手之后",
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    {
      "start": 1260.761,
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      "text": "也都是读一份",
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    {
      "start": 1262.041,
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      "text": "OK行",
      "chunk": 2,
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      "text": "那么这案例实际上",
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    {
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      "text": "大家都是可以",
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    {
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      "text": "在我们官网上来进行一个查看",
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    {
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      "text": "和来进行一个体验的",
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      "text": "那么除此之外",
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      "text": "我们今天晚上这个直播",
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    {
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      "text": "是我们38期的课程的",
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    {
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      "text": "可以说最后一场",
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    {
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      "text": "公开课的这样的直播了",
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    {
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      "text": "那么很快",
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    {
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      "text": "我们38期就会全部的",
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    {
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      "text": "应该是在今天晚上",
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    {
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      "text": "我们38期就会完整的这样的封班",
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    {
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      "text": "然后在我们38期的课程里边",
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    {
      "start": 1287.881,
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      "text": "实际上是给大家提供了非常独特的一项的服务",
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    {
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      "text": "就是大家现在这里面看到的",
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    {
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      "text": "这个复范Agent或者叫AI9000老师",
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    {
      "start": 1295.381,
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      "text": "那么大家听这个名字也就知道",
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    {
      "start": 1296.981,
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      "text": "对不对",
      "chunk": 2,
      "language": "zh",
      "avg_logprob": -0.11066276205461578,
      "no_speech_prob": 3.702654502446556e-11,
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    {
      "start": 1297.301,
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      "text": "那么这个Agent实际上是我们团队",
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    {
      "start": 1299.201,
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      "text": "把我们过去所有的开发经验",
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    {
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      "text": "和我们的100万字的课件",
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      "text": "然后蒸流到一个Agent的里面去",
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      "text": "然后同时我们这里也陆续给大家集成了",
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      "text": "400多个不同类型的这样的agent覆盖",
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      "text": "AI编程",
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      "text": "RAG",
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      "text": "模型微调等等等等",
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    {
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      "text": "各个不同领域的这样一些skill",
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    {
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      "text": "给到大家",
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    {
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      "text": "让大家能够更加快速的能去完成",
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      "text": "一系列的agent开发",
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      "text": "我们给大家提炼好的skill",
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      "text": "实际上大家是可以直接",
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      "text": "或者装到本地的cloud code",
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      "text": "在我们在线的平台来进行运行",
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      "text": "我们在线也给大家集成了一个",
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      "text": "完整的TY",
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      "text": "或者是说agent的运行时的",
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      "text": "这个是我们给大家提供的",
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    {
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      "text": "所有这些项目的一键迁移的",
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    {
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      "text": "或者来进行当前项目的二次开发",
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      "text": "其实都是完全没有问题的",
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      "text": "大家能看到现在实际上",
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      "text": "环境搭建二次开发",
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      "text": "我们课程里面项目很多",
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      "text": "然后担心学习的过程当中",
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      "text": "可能会学不完",
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      "text": "对不对",
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      "text": "或者说他可能现在想迅速的去完成",
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      "start": 1430.961,
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      "text": "某个项目的这样的一个部署上线",
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      "text": "对应的这一系列的",
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      "text": "迁移所有的这样的这些工作",
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      "text": "当然由于我们复发agent是集合了",
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      "text": "我们团队所有的",
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      "text": "和对应的这个skill",
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      "text": "所以你也是可以",
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      "text": "也是完全没有问题",
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      "text": "是有一整套完整的",
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      "text": "你是可以直接",
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      "text": "来进行一个最终极的",
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      "text": "可以非常快速的去完成一系列agent開發這樣的工作。",
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      "text": "然後同時你在進行開發的過程當中也是能夠調用我們當前agent的裡面所有的技能和知識庫,",
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      "text": "帮你更加快速的去完成你企业级的",
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      "text": "当然对于这个复发agent来说",
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      "text": "我们说它的功能其实非常丰富",
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      "text": "那这个agent实际上是单独",
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      "text": "给我们38期的学员提供的",
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      "text": "一项特殊的一个福利",
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      "text": "那么也是因为我们复发agent是首期推出",
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      "text": "也是我们的38期课程",
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      "text": "第一次推出的这样的特殊的这样的服务",
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      "text": "所以也就只有我们的首期",
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      "text": "是免费的这样的状态",
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      "text": "那么对于像复发agent来说",
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    {
      "start": 1502.941,
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      "text": "当然它其实并不属于完整意义上的",
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    {
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      "text": "我们课程的这样的产品",
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      "text": "但是我们也是觉得说",
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    {
      "start": 1508.301,
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      "text": "这样的一个东西",
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    {
      "start": 1509.781,
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      "text": "这样的agent能够更加好的",
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    {
      "start": 1511.361,
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      "text": "帮助到大家",
      "chunk": 3,
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    {
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      "text": "未来的学习和工作",
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    {
      "start": 1514.061,
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      "text": "所以老师们其实",
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    {
      "start": 1514.921,
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      "text": "投入很长时间来进行研发",
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      "text": "那么首期我们的复发agent",
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      "text": "是完全免费的",
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    {
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      "text": "那么到39期的话",
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    {
      "start": 1519.821,
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      "text": "接下来我们可能就是",
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    {
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      "text": "每一期是按期来进行",
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    {
      "start": 1522.821,
      "end": 1524.141,
      "text": "额外的收费了",
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    {
      "start": 1524.141,
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      "text": "我们是1000块钱",
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    {
      "start": 1525.041,
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      "text": "一期的这样的定价",
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    {
      "start": 1526.181,
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      "text": "所以大家现在",
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    {
      "start": 1527.401,
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      "text": "如果对我们agent开发课程",
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    {
      "start": 1529.121,
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      "text": "感兴趣的话",
      "chunk": 3,
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      "text": "那么报名我们的38期",
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      "text": "其实仍然还是可以免费",
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      "start": 1532.581,
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      "text": "获得我们的复发agent",
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    {
      "start": 1534.221,
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      "text": "这样的一个专属福利的",
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    {
      "start": 1535.521,
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      "text": "并且我们38期是今天晚上就全部封班了",
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    {
      "start": 1539.361,
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      "text": "所以大家如果对我们的课程感兴趣的话",
      "chunk": 3,
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      "avg_logprob": -0.08425085972516964,
      "no_speech_prob": 3.01975215666328e-11,
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      "start": 1543.401,
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      "text": "那么今天晚上购买38期",
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      "no_speech_prob": 3.01975215666328e-11,
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    {
      "start": 1544.781,
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      "text": "就是我们最后的时间了",
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      "start": 1546.661,
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      "text": "同时因为我们38期今天晚上就会全部的封班结束",
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    {
      "start": 1550.241,
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      "text": "那么明天我们39期新班就会上线",
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      "no_speech_prob": 3.01975215666328e-11,
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    {
      "start": 1553.241,
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      "text": "所以大家现在如果报名我们38期的同学",
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    {
      "start": 1555.741,
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      "text": "还可以获得买一赠一",
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      "start": 1557.221,
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      "text": "而就是说能够获得赠送第39期的",
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    {
      "start": 1560.961,
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      "text": "全部的新增内容的",
      "chunk": 3,
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    {
      "start": 1562.721,
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      "text": "这样特殊的福利",
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    {
      "start": 1564.381,
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      "text": "所以今天大家报名肯定是非常划算的",
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    {
      "start": 1567.581,
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      "text": "这样的一个状态",
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    {
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      "text": "那么到39期之后",
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    {
      "start": 1569.701,
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      "text": "首先我们的复发agent肯定是要收费了",
      "chunk": 3,
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      "no_speech_prob": 3.359617098408485e-11,
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    {
      "start": 1572.381,
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      "text": "然后同时我们的课程定价也会有所调整",
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    {
      "start": 1575.181,
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      "text": "那么大家接下来",
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      "no_speech_prob": 3.359617098408485e-11,
      "compression_ratio": 1.4274193548387097
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    {
      "start": 1575.981,
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      "text": "如果比如说大家要进行秋招的这样的冲刺",
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      "avg_logprob": -0.10229329229558556,
      "no_speech_prob": 3.359617098408485e-11,
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    {
      "start": 1579.641,
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      "text": "或者接下来是要来围绕agent开发",
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    {
      "start": 1581.821,
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      "text": "来进行企业工业级的这样的落地的话",
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    {
      "start": 1583.801,
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      "text": "那么也欢迎大家抓紧时间",
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    {
      "start": 1585.281,
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      "text": "扫描现在屏幕当中二维码添加我们的助教老师",
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      "no_speech_prob": 3.359617098408485e-11,
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    {
      "start": 1587.421,
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      "text": "然后回复大模型",
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    {
      "start": 1588.621,
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      "text": "就能看到我们今天晚上即将封班的",
      "chunk": 3,
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      "avg_logprob": -0.10229329229558556,
      "no_speech_prob": 3.359617098408485e-11,
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    {
      "start": 1591.141,
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      "text": "38期课程的最后的特价",
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    {
      "start": 1594.141,
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      "text": "这样的名额和我们现在这门课程",
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    {
      "start": 1597.341,
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      "text": "完整的课程大纲和对应的课程介绍",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.09950898707598105,
      "no_speech_prob": 2.5555229807294744e-11,
      "compression_ratio": 1.4210526315789473
    },
    {
      "start": 1599.641,
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      "text": "和每一个内容模块的功能介绍",
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      "compression_ratio": 1.4210526315789473
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    {
      "start": 1603.021,
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      "text": "当然现在我们38期的内容",
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    {
      "start": 1604.841,
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      "text": "基本上是都已经上线了",
      "chunk": 3,
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      "avg_logprob": -0.09950898707598105,
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    {
      "start": 1606.401,
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      "text": "然后我们复发agent也是大家报名完之后",
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    {
      "start": 1608.421,
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      "text": "就可以直接领取到来进行一个使用了",
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    {
      "start": 1610.881,
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      "text": "那么我们团队其实也是",
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    {
      "start": 1613.261,
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      "text": "总共是开课6年的时间",
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      "no_speech_prob": 2.5555229807294744e-11,
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    {
      "start": 1615.481,
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      "text": "现在在我们课程平台上也有2万多节的课程",
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    {
      "start": 1618.401,
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      "text": "然后我们有7万多名学员",
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    {
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      "text": "参与到我们课程学习当中来",
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    {
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      "text": "那么我们的课程应该是页面上",
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    {
      "start": 1623.901,
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      "text": "市面上在这个为数不多的",
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    {
      "start": 1625.661,
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      "text": "大家看到其实一直专注于来讲解",
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      "avg_logprob": -0.14801936679416233,
      "no_speech_prob": 5.3450181780601014e-11,
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    {
      "start": 1627.881,
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      "text": "大模型AI技术的这样的一个团队了",
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    {
      "start": 1630.761,
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      "text": "那么38期确实是我们今年以来",
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    {
      "start": 1634.021,
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      "text": "最大的一轮的内容",
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    {
      "start": 1635.341,
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      "text": "这样的改版和迭代",
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      "avg_logprob": -0.14801936679416233,
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      "compression_ratio": 1.4521739130434783
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    {
      "start": 1636.641,
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      "text": "那么确实今天晚上也是最后的",
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    {
      "start": 1639.141,
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      "text": "38期的课程",
      "chunk": 3,
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    {
      "start": 1641.121,
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      "text": "曝明的这样的时间",
      "chunk": 3,
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      "avg_logprob": -0.14801936679416233,
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    {
      "start": 1642.181,
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      "text": "所以大家如果对我们课程感兴趣",
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      "avg_logprob": -0.14801936679416233,
      "no_speech_prob": 5.3450181780601014e-11,
      "compression_ratio": 1.4521739130434783
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    {
      "start": 1644.321,
      "end": 1645.021,
      "text": "换一下扫描",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.14801936679416233,
      "no_speech_prob": 5.3450181780601014e-11,
      "compression_ratio": 1.4521739130434783
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    {
      "start": 1645.021,
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      "text": "现在屏幕当中二位码",
      "chunk": 3,
      "language": "zh",
      "avg_logprob": -0.14801936679416233,
      "no_speech_prob": 5.3450181780601014e-11,
      "compression_ratio": 1.4521739130434783
    },
    {
      "start": 1645.821,
      "end": 1647.521,
      "text": "添加我们志愿老师来进行咨询",
      "chunk": 3,
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      "avg_logprob": -0.14801936679416233,
      "no_speech_prob": 5.3450181780601014e-11,
      "compression_ratio": 1.4521739130434783
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    {
      "start": 1647.521,
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      "text": "当然我们说除了",
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      "no_speech_prob": 5.3450181780601014e-11,
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    {
      "start": 1648.761,
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      "text": "我们现在大模型agent开发实战课之外",
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    {
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      "text": "我们说还有一门课程",
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    {
      "start": 1651.561,
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      "text": "还有三门课程",
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    {
      "start": 1652.481,
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      "text": "分别是沐浴老师讲解的AI编程实战课",
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      "language": "zh",
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      "no_speech_prob": 2.7535468696826548e-11,
      "compression_ratio": 1.6408668730650156
    },
    {
      "start": 1655.481,
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      "text": "和我来讲解的open cloud",
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      "avg_logprob": -0.09405588785807292,
      "no_speech_prob": 2.7535468696826548e-11,
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    {
      "start": 1656.901,
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      "text": "智能体应用实战课",
      "chunk": 3,
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      "avg_logprob": -0.09405588785807292,
      "no_speech_prob": 2.7535468696826548e-11,
      "compression_ratio": 1.6408668730650156
    },
    {
      "start": 1658.241,
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      "text": "和大模型原理跟训练实战课",
      "chunk": 3,
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      "text": "OK 好",
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