{ "text": "OK\n接下来我们就以项目实战的方式啊\n带大家基于Codex\n全流程的去开发一个RUG智能客服系统\n那首先给大家演示一下这个系统\n它的一个功能\n那就是一个比较简单的一个对话页面啊\n那么首先的话\n比如说大家公司内部有一些\n行业的一些知识库\n比如说是做这个电商的啊\n或者是传统的像银行呀\n政务啊\n各种各样的这个行业是吧\n那比如说我们有一些知识库啊\n假设大家的这个\n是做这个银行客服的\n那这个里面比如说我们有一些\n常见的问题\n比如说哎这个查询一些这个余额呀\n什么修改账号密码呀\n就是这种常见的一些问题等等的啊\n好那就是这么一个知识库\n那现在的话\n就是我们内部啊\n要把这些知识库的话\n做一个整合\n然后到我们的这个客服系统里面去\n因为以前的这个AI的话\n其实他去回答问题的时候啊\n如果说他没有参考\n公司内部的一些知识库的话\n他回答的问题的话\n就不是特别专业\n所以现在的话\n我们要做一个这个基于Rug啊\nRug的话\n全称叫做检索增强生成\n也就是说\n我们这个以前AI生成内容的话\n都是根据这个AI自己训练的啊\n像大模型\n他训练一些\n预训练的一些数据\n然后去生成的\n所以说他给你的一个结果的话\n他肯定是一些比较通用的一些结果\n不是属于我们这个公司\n某个行业特定的一个回答\n他可能就有那种普世性\n但是的话不是特别专业\n所以我们既然内部有一些知识库文档的话\n我们现在想投位给AI\n但是呢\n我们又不想去做这个预训练跟微调\n因为那个成本比较高是吧\n所以说业界的话就有一种解决方案叫Rug\n你可以理解就是给这个AI挂了一个知识库\n就相当于你在学习的时候\n你可以去图书馆里面去查一些这个书籍\n然后去写一些文章\n这样的话你就会做一个参考\n那么AI有了这个参考之后的话\n他帮你去生成这个答案的时候\n他就会参考里面的一些核心观点\n然后去做一些总结回答\n比如说我们现在问他一个问题啊\n如果说我们没有做一个这个\nRAG系统的一个整合的话\n那么他你去问这个问题的话\n他可能就给你一个啊\n他可能你问的都不是这个\n这个银行这个行业的是吧\n他不是金融行业的\n他可能是其他行业的答案就给你了\n但是如果说\n你给他做了一个知识库的一个整合的话\n那大家就会看到啊\n他会调用我们的这个银行的这个知识库\n进行一个查询啊\n大家看啊\n这个是他的一个知识的一个检索结果啊\n但这个里面这里展示有点问题\n我们重新来问一下\n就是有了这个结果之后的话\n他其实就会跟你去什么呢\n做一个向量的数据库的一个\n这个相似度的一个检索\n那么检索完之后啊\n你看这个就是我们知识库检索的一个结果\n是吧\n那这个结果的话\n其实就是在这个里面啊\n我们这个知识库文档\n这个文档的话是存放到了这个向量数据库里面\n那么这个向量数据库的话\n它是根据这段话\n然后做一个向量的相似度匹配\n匹配完了之后的话\n再去做一个这个内容的一个生成\n所以说这个里面的话\n其实就是啊\n我们首先要对这个文档做一个向量化\n做完向量化之后的话\n把它存在到向量数据库里面去\n然后当用户提问题的时候\n我们要用这个agent\n那本次我们的这个agent实现的话\n是基于一个框架\n叫做这个long graph\n然后并且还有一些long chain的一些酷\n这个是我们的一个基础的一个框架\n那整个相当于我们就基于long graph\n去实现一个agent的应用\n让他去做一个知识库的一个检索\n然后检索完之后的话\n相当于做一个这个向量相似度的匹配\n评约完之后\n再把这些个内容\n拼装成提示词\n丢给这个大模型\n然后总结性的做一个回答\n所以大家问这些专业问题的时候\n你会发现\n他的这些回答的话\n是非常准确的\n因为他做了这个\n相似度的一个匹配\n比如说你问的这个\n网上银行是吧\n你看这个里面\n他就基本上是参考这个回答的\n所以这个答案会比较精准\n这就是我们要做的一个\nAI的一个智能客服的这么一个系统\n所以这个系统的一个关键点的话\n其实就是基于这个RUG的一个系统\n目前来说啊\n只要是涉及到智能客服系统\n你要追求这个答案的准确性的话\n基本上都是基于RUG的这个方案去做的\n那如果说你有这个模型微调\n渲电的这个条件的话\n用微调去做的也有\n但是像大部分场景啊\n为了节省成本的话\n其实都是基于Rug的这个模式去做的\n所以说我们现在要明确一个需求\n我们要做一个这个银行的智能客服系统\n然后当用户在提问里面\n比如说我们如何去查学那个余额是吧\n那么这个系统的话\n就要做如下几件事情\n首先的话\n他从这个行业知识库里面\n就这个行业知识库里面\n去做一个检索\n这个知识库的话\n咱们自己可以新增\n就是我们在这个里面\n我们可以选用OpenAI的这个\nEmbading模型是吧\n做一个向量化存储啊\n就是做一个这个向量化的一个转化\n把它转换成embedding\n它的一些这个向量坐标\n然后向量数据库的话\n我们这里用的是Clamour啊\n这是我们啊\n有一个新增知识库啊\n因为我们要做一个出手化嘛\n所以我们要创建一个知识库\n所以这个首先这个系统就得从行业知识库里面去检索最相关的一些内容\n然后的话让大模型基于检索到的内容去生成有依据的这个回答啊\n就是我不能说让AI就直接去回答了\n是吧\n你要把检索的内容\n组装成提示词丢给这个AI\n然后再去做内容的一个生成\n并且界面上的话\n我们要做一个流逝回答\n流逝回答什么意思啊\n就比如说你问他一个问题的话\n这里是一个字一个字迸穿\n就是这种打字机的这种效果\n但是这里面的话\n我们这里是一次性输出出来的\n所以我们其实可以改进一下\n把它做一个流逝的回答啊\n这里有一个参数\n把它做成一个流逝调用就可以了\n所以说啊\n整个一个过程的话\n其实很简单啊\n就是做一个知识库的一个检索匹配\n然后把拿到的一个结果\n去丢给这个大模型\n然后的话\n再去做一个流逝的一个回答啊\n虽然这个步骤很简单\n但是我们实现的这个逻辑的话\n还是稍微有点复杂的啊\n那首先的话\n我会给大家讲一下\n这个最终的一个架构啊\n然后我们等一下就会带大家去基于Codex\n从零到一去搭建这么一个项目啊\n因为现在啊\n我们有了这个Codex之后啊\n这个我们去开发项目的效率会很高\n所以说我们让他把这个架构啊\n或者说我们自己把架构做出来之后\n然后你让他去回答的话啊\n去去执行的话\n其实这个开发起来效率就会很高\n那这个是我之前做的一个这个事例啊\n就我之前已经把这个项目写出来了\n那么这里面的话\n我们就给大家看一下\n我们这个架构的一个设计\n首先的话\n我们整个前端页面啊\n这个前端页面是基于一个叫\nStreamlit的一个库去实现的\n那么这个库的话\n就是一个python前端开发的一个库啊\n非常方便做一些python的\n这种前端页面的一个展示啊\n是吧\n比如说做一个聊天的这种界面\n它的空间非常丰富啊\n所以我们整个的话\n是基于了这个框架\n去做了一个前端应用啊\n好\n然后包括侧边栏啊\n还有这个logo是吧\n你看这个侧边栏\n我们可以隐藏跟展示\n就是一个多页面的这么一个导航\n对话加设置\n然后我们的这个智能客服对话啊\n就是Rog这一块的一个核心技术的话\n是基于Long Graph去实现的\nLong Graph\n大家应该都有听说过\n大家可能听说过Long Chain\nLong Chain的话\n是目前做AI制整体应用开发的一个框架\n是吧\n就是我们可以做一些AI应用\n是吧\n不光光是制整体\n它可以做很多AI应用\n但是它主要还是做制整体\n那么Long Graph的话\n它就专门是做一些复杂的制整体\n它是一种工作流的这种方式\n叫这个流程\n是吧\n就是这种图形制的\n就是面向这个图形式的啊\n流程式的这种\n多智能体的这种代理啊\n这种场景啊\n就是比较企业级的这种复杂的\nagent的这种开发啊\n这种多智能体开发\n目前一般是基于Langgraph去做的\n是一个非常成熟的一个框架\n所以我们要基于Langgraph\n去实现整个Rug的一个核心流程\n然后包括一些这个行业的一些知识库啊\n比如说我们要做一些这个\n上传切分\n下量化\n是吧\n那对应到我们这个工作里面\n我们现在要上传这个下量数据库\n是吧\n就是文档上传上传这个知识库\n新增一个知识库\n然后去给他做一些处理\n然后的话就是\n还要做切分\n比如说你这个文件很大\n你有一兆\n那我们不能直接说\n称到下量数据库里去了\n因为你把这个一兆的文件\n直接给他转化成下量的话\n首先这个上下文可能会抄\n是吧\n那有些啊\n那个模型\n它不只是这么大的一个上下文\n那这里就会涉及到一个切分的问题\n啊\n就是一个切分策略\n比如说我这么大的一个文档啊\n应该怎么来切分\n是按这个段落来切\n换行来切\n还是怎么样来切\n这个都是有这个对应的一个策略的\n包括做一些向量化\n是吧\n这个整个是我们有一套成熟的一个方案啊\n然后这个\n然后就是检索是吧\n检索我们这里可以给它封做一个工具啊\n这个工具的话主要就是做用来做Rug的一个检索的\n那这里面我们相当于是共用了限量数据库啊\n就是我们定义了一个限量数据库啊\n然后我们不管是存储也好还是检索也好\n都要用到这个限量数据库\n所以这里面是一个公共的一个模块\n然后包括我们还要去做一些这个模型的一个揭露是吧\n那这里面的模型我默认用的是OpenAI的这个GPT4O的这么一个模型啊\n当然大家你也可以选择其他模型\n用Deep Seek或者是本地部署模型\n或者千万都是OK的\n关键是看大家就是你目前有哪些模型\n你可以自由的去选择\n只是说你如果用的是千万的一个模型的话\n那可能有一些这个参数\n可能就要做一些调整\n我这里用的是OpenAI的这个模型\n然后包括我们还可以去用一些这个\nembedding是吧\n他会用一些工具类\n所以我们这里面要写一个这个工具的这么一个啊\n这个脚本是吧\n这个脚本啊\n主要是就是用来去做一些模型的一些介入的\n比如说掉接口啊等等啊\n那向量数据库我们用的是Clamour啊\n这个是底层的一个向量数据库存储啊\n然后embedding啊\n就是比如说将我们的文本转化成这个向量坐标啊\n我们用的是embedding\n然后做了这个chart\n就整个是用OpenAI的这个embedding\n这个模型去实验的\n所以这里给他梳理一下\n我们目前核心的一个技术战有哪些啊\n首先是Streamlit\nStreamlit的话\n是一个前端的一个快速开发的一个库啊\n那这个库的话\n大家你也可以自己去搜一下\n比如说你去可以去看到啊\nStreamlit\n这个它是一个你看\n一个快速的这么一个做前端页面的啊\n就做各种应用的\n它的这个语法的话非常简单啊\n大家目前基本上你可以用AI去做各种各样的一些前端是吧\n然后你看他可以做出比较好的一些效果出来\n所以大家你如果整个这个RUG系统是基于Python去开发的话\n那你其实可以什么呢\n前端你可以\n因为我们专业的前端可能还是用这个Node.js那一套嘛\n是吧我们ReactVU\n但是你如果想快速去构建一个\n标准的外部交付页面的话\n说白了就是这个给自己测试演示的话\n你用Streamlit\n肯定是没什么问题的\n所以这个主要目标\n它就是要做快速构建\n所以目前市面上一些python的这种项目的话\n前单的话\n做演示用的话\n基本上都是基于这个Streamlit\n你像有一些大模型的一些训练\n部署是吧\n那个操作的界面的话\n很多都是基于stream里的去用\n因为他非常方便做快速去做一些外部页面\n然后long turn他要做的一个事情\nlong turn的话大家也可以去了解一下\n如果说你没接触过的话\n你可以去搜一下\n那么这个long turn的话\n主要就是我们可以看到\n他这个里面的话\n他是目前来说\n做一些AI智能体应用开发\n他是比较推荐的一个框架\n那这个他的一个迭代速度的话也非常快啊\n我们可以看到他的功能其实也非常强大\n可以做各种这个支柔体的一个应用\n然后long graph的话啊\n就是上面这个long chain跟long graph的一个分工\n就是long chain主要是管模型揭露\n文档切分与加载\n然后检索工具封装\n那么这个long graph的话\n他就去管这个agent状态机\n然后模型工具循环啊\n就是他主要是管这个agent的一个构建的\n包括他的一个状态啊\n数据流转啊\n然后工具的一个调用啊\n循环啊等等的\n所以这个目标\n他主要就是围绕着这个agent\n去做一个展开的\n然后long chain就是\n主要是做一些rug的这个应用的一些集成\n啊\n那个clama的话就是一款这个向上数据库啊\n这个是一款快开源的向上数据库\n这个数据库\n他既支持本地部署\n也支持服务器的那个部署啊\n主要就是用来存储这个向上数据库\n做一些数据的一些存储\n然后我们还可以去整合一些多平台的一些\n这个什么的\n比如说大家想用这个本地部署是吧\n那你就用欧拉玛\n所以这里面我们其实提供了一些个路口啊\n我们可以通过欧拉玛\n然后或者是其他的一些啊\nXEference\n可以做一些模型的一个加载\n也就是我们可以用这个在线的一个模型啊\n就是公网的一个模型\n也可以用私有化的欧拉玛模型\n这个都是OK的啊\n给大家的一个需要\n那么我们为什么用Codex开发啊\n首先Codex的话\n本身你可以把它看作是一个整体啊\n因为它不仅可以生成代码\n还能读项目改文件\n跑命理修bug\n所以说\n我们这里面的话\n基于Codex开发\n逻辑就不太一样了\n那就是以提示词啊\n像我们前面给大家讲的是\n这个面向规范的\n这么一个驱动的方式开发啊\n所以说我们其实\n现在去开发项目的话\n大家只要把提示词梳理出来就可以了\n不需要你去写代码了\n然后他就可以快速去开发一个模块\n所以这个就是正常的一个AI编程的一个正确的姿势\n所以我们等下的一个开发的话\n基本上自己是不用手写一行代码的\n都是交给Codex去做代码生成\n然后由他去做一个这个功能一个开发\n所以大家首先第一步要做的就是\n我们要把Codex的一个环境准备好\n那么大家听到之前的这个章节的话\n我相信这个codex环境\n大家都已经装好了\n所以这一步我就简单介绍一下\n就是咱们得把codex\n我这里安装方式的话\n主要是讲的这个\n主要是讲了这个他的命令行方式啊\n所以大家不管是命令行\n还是我们之前讲的这个啊\nCodex app或者是这个啊\nWithcode的那个插件啊\n都都是可以的啊\n看大家习惯用哪一种\n然后完了之后的话\n你可以去配置一下这个API密钥啊\n因为我采用的是这种API key的这种方式去连接的\n所以看大家的一个实际情况\n我们前面有给大家讲连接方式\n就是你要么是登录啊\n用官方那个ChatGBT的这个网站跳转做授权\n还有一种的话是你可以这个配一个API密钥啊\n这个都是OK的\n看大家的一个实际需求吧\n就是你的一个实际情况是什么\n然后我这里面就是去配一下这个环境变量\n它基本上就可以用了啊\n但是你这里配完之后\n你需要把终端这个重启一下才能生效啊\n这个是呃\n这个是在Mac或者Linux上面的一个配置\n这个是Windows上面\n我们用的是SateX这么一个命令啊\n好\n完了之后的话\n就是我们现在就可以进入到我们的一个项目应用开发了啊\n就是接下来我们要建一个项目录是吧\n那比如说我现在这个里面\n给他看一下\n我们进入到这个Codex\n是吧\n进入到这个Codex里面去\n然后的话\n这里面我们建一个目的\n叫做这个Rack\nSystem\nRack系统\n然后在这个里面的话\n我们要用终端管理员的方式打开\n然后切换到地盘\n切换到Codex\n下面有一个目录叫做RockSystem\n然后我们进入Codex\n进入Codex之后\n我首先调一下这个权限\n把这个权限改成这个不需要授权的\n因为我不想反复的去确认\n这里因为怎么正常编码开发了\n所以就不需要确认了\n直接让他干活就行了\n我们把这个权限放开\n就是不需要再用户再确认了\n好\n然后这个地方的话就是\n你看我刚刚讲的这个授权模式\n我就是用的这一种\n就把权限全部全自动了\n这个是我们因为\n我们前面给大家讲了这几种权限\n就是涉及到一些敏感操作\n一些敏感命令执行的时候\n我建议大家就是需要用户去确认\n就如果是你个初学者\n你要保证安全的\n你就用这种模式\n如果说你已经熟悉了\n是吧\n那你要快速提效\n你就用auto的这个模式\n但以前叫auto edit\n现在叫auto review\n差不多的一个意思\n就是他会根据实际一个情况\n自动帮你去授权访问\n但是在某一些\n比如说要执行一些RM跟RF的\n一些命令的时候\n这些敏感操作的时候\n他还是需要授权\n所以\n但是他大部分命令都会放开\n所以这个就看大家的一个实际情况\n如果说你属于这个阶段\n你就用这种模式\n我目前用的是这种模式\n就是我需要他全自动去帮我去跑了\n所以我不需要关注那么多授权的东西\n那么首先就是我们要做一个需求的一个拆解跟架构设计\n是吧\n就大家你用Codex做项目\n你不是一上来就直接让Codex帮我写一个智能客服系统\n那这样生成的这个效果肯定是不行的\n因为你需求都没描述清楚呢\n你首先啊\n我们虽然是用Codex去提效\n但是的话\n大家不要觉得就是\nAI就能模拟搞定一切了是吧\n就是你的整个软件开发的这个过程\n你还是得有的\n比如说做技术方案\n做架构设计\n这个跑不了的\n因为这是个系统\n这个系统的话\n会涉及到非常多的模块\n需求的话会有大需求\n然后每个任务要做拆分的\n那AI的话\n他比较适合的是执行某一个任务\n所以说你如果没有帮他\n没有帮他把任务拆出来的话\n那他帮你干活的时候\n可能就会出现各种各样的问题\n所以大家尽量要细化\n这是一个非常大的一个原则\n所以我们第一步的话\n就大家要把认知给他对齐一下\n要按照一个正常的软件开发的一个流程\n去做一个交互\n比如说第一步\n我们你现在要做一个Rug的这个系统的话\n你首先得输出技术方案吧\n那那技术方案\n以前我们做价格设计\n大家要画这个什么流程图啊\n架构图啊\n各种各样的一些图是吧\n那现在其实有了这些个东西之后的话\n有了AI有了Codex之后的话\n那这些工作的话\n其实都可以交给AI去做了\n但是的话\n你的一个前提就是你这个提示词\n你得写清楚是吧\n比如说我们这里\n我要开发一个Rug智能客服系统\n技术在限定为Web页面\n然后Agent的编盘是什么什么\n向量数据库是什么\n知识的模型是什么是吧\n然后功能需求\n一个知识库页面\n然后可以新建知识库\n上传markdown文档自动切分\n就是咱们得把需求描述的非常清楚\n并且这个知识库多选\n是吧可选\n然后对话的时候可以启用哪些知识库\n然后我们写了功能需求之后\n我们还就是要一定要提出来啊\n就是请先不要写代码\n先输出这个推荐项目的一个目录结构\n每个模块的一个工程职责\n然后建议的开发顺序\n从底层到上层\n这个就是要我们要做一个架构设计\n把一些相关的文档给它输出出来\n而不是说直接就开发了\n所以第一步的话\n大家首先要复制一下\n就是把这个提示词\n我们要一步的去生成\n那这个里面我用这个\n我们打开\n我们在这个里面给它来看\n会比较清新一些\n因为这个看起来不是很方便\n然后我们打开这个目录\n然后这个目录我们选择这个RackSystem\n然后在这个里面发起一个对话\n在这个大家会看得更清晰一些啊\n在这个里面他有时候看的不是很方便\n然后大家看啊\n在这个里面你看\n他就开始帮我们去规划了啊\n因为我之前规范里面写到DDD分层来组织\n所以他也把这个规范加入进来了\n你看这个是他就是规划的一个目入结构\n是吧什么RAG系统啊是吧\n然后配置啊数据啊\n然后包括一些模块啊是吧\n然后一些应用程序啊是吧\n你看是不是帮我们规划的非常清楚\n什么agent state node是吧\n你看按照模块职责划分\n负责stream里的钱的交互\n然后这个放核心的一些什么模块是吧\n然后还有一些这个规划相关的\n你看他包括建议的这个开发步骤都帮我们调好了\n比如说先定义领域模型\n然后再去实现基础的一些配置与模型的一个适配\n再包括去做一些什么markdown加载与切分是吧\n然后还有一些实现crama向量库的一些适配\n包括这个知识库这个啊\n路库的一些用力\n然后去实现一些\n这个检索的用力啊\n包括Longraph的这个Agent等等的是吧\n他会帮你把这个步骤\n全部给树立清楚\n所以说这个里面的话\n大家首先你要看一下\n他基本的逻辑\n是不是按照你的一个要求去做的啊\n这个有没有达到你的一个要求\n包括他的一些这个\n模块是吧\n然后开发顺序\n这些东西有没有问题\n然后这个就是确认没问题之后\n你可以开始让他干嘛呢\n接下来我们就开始去生成一些这个文档了\n是吧\n但我们其实\n他现在是按DDG做的\n我们其实\n还不需要那么多\n这个DDG的一些规范\n所以这里面我先是先调一下\n因为按他按DDG规划的话\n那个模块会插得很细啊\n但其实我们可以不需要用到那么细啊\n所以这个里面看一下\n我们可以这里面可以调整一下\n全局的这个DDD的一些规范啊\n我们找到那个用户目录\n然后找到点Codex\n嗯\n嗯\n然后Codex里面有我之前看一下啊\nLiless\n之前应该是我去写过一个这个Agence.md啊\n或者说咱们找不到的时候\n你机器可以Goend的\n帮我读取下系统全局的agents.md\n当前用户\n因为我之前那个agents.md里面写了一些这个\ndd的一些规范\n所以我现在要把这个规范给去掉\n不然到时候生人代码的时候\n可能会有一些这个问题啊\n但是他这个模块就这样去分\n也没什么问题\n只是说他这里拆的太细了\n你看什么DOMEN啊\n其实我们这么一个项目的话\n暂时还不需要用到DDD啊\nDDD一般是用在一些复杂的\n一些大型系统上面\n比如说一些ERP系统\n模块非常多的场景下\n用DDD没问题\n但实际上我们不需要那么麻烦啊\n你看我之前这个文档里面\n我写了一个什么 dv 驱动的方式开发\n这是之前的我规范\n那我现在要把它去掉\ncodex下面有一个\nagents\n你看这是我之前加的\n我现在把它去掉\n然后这里面我们重新发起一个对话\n把之前的提示词复制一下\n重新发起一个对话\n我们再来让它生成一下\n我们这里看一下\n这个里面\n你看现在就不是DDD了\n后面同时也按照DDD风格推进\n这里面还是DDD没有生效\n没有保存\n我直接跟他说\n我再发几个对话\n可能是不是要重启一下\n那现在模块就少了一些了\n应该那个DDD的那个已经失效了\n模块少了一些了\n然后的话就是我们看一下整个的一个逻辑啊\n你像这个APP\n它只负责stream里的界面的交互\ndomain的话就负责一些这个核心的一个业务概念啊\n然后application是什么\n然后外部技术实现是什么\n然后包括他的一些细节\n是吧\n就怎么来实现\n好\n这一步之后的话\n接下来干嘛呢\n接下来就是我们要去逐步实现\n整个的一个逻辑\n比如说\n这里面有两块\n就一块你可以按照他的一个目录结构去生成\n还有一块的话\n就是你有自己的一个规划\n你想按你的方式去做一个目录生成\n那你就可以把这个复制一下\n请\n参考我的目录结构规范进行调整\n生成对应的目录结构\n就是你自己有一套规范是吧\n你把这些东西你都定好了\n那你就让让他去按你的方式去做就可以了\n如果说你没有特定的一个要求\n你想用他的这个方案的话\n其实也是可以\n就我们前面的话\n只是让他去帮我们分析一下\n让他去完全去做一个\n所以说\n比如说我们可以把这个TS加起来\n是吧\n你可以把这两个东西组合起来\n你要开发这么一个\n然后你的一个目入结构应该是下面这种\n是吧\n或者说你就直接用它的方案都是可以\n或者大家\n你觉得它的结构太复杂了\n不太合适\n然后\n你可以去具体去调整一下\n是吧\n那我们可以再发起一个对话\n你可以让他参考你的目录结构去实现啊\n这个都是OK的\n这个里面大家可以不断的去调整啊\n做一些微调处理\n你看这是他给你的一个建议啊\n然后去梳理出来的\n哎他还善滴滴滴啊\n那个就没生效\n我的滴滴滴这个都去掉了\n但这个应该是要重启一下\n来重启一下\n我这个重启啊\n然后重新打开一下\n他可能没有加载啊\n当前那个对话可能\n要要重启一下这个APP\n可能才可以\n再试一下\n看现在应该", "language": null, "duration": 1867.046875, "segments": [ { "start": 0.0, "end": 0.92, "text": "OK", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 0.92, "end": 11.6, "text": "接下来我们就以项目实战的方式啊", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 11.6, "end": 13.34, "text": "带大家基于Codex", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 13.34, "end": 17.42, "text": "全流程的去开发一个RUG智能客服系统", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 17.42, "end": 20.06, "text": "那首先给大家演示一下这个系统", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 20.06, "end": 21.34, "text": "它的一个功能", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 21.34, "end": 24.84, "text": "那就是一个比较简单的一个对话页面啊", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 24.84, "end": 25.9, "text": "那么首先的话", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 25.9, "end": 28.48, "text": "比如说大家公司内部有一些", "chunk": 0, "language": "zh", "avg_logprob": -0.1382780251679597, "no_speech_prob": 1.0956384237370553e-11, "compression_ratio": 1.201716738197425, "source": "whisper" }, { "start": 28.48, "end": 30.34, "text": "行业的一些知识库", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 30.34, "end": 32.7, "text": "比如说是做这个电商的啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 32.7, "end": 34.64, "text": "或者是传统的像银行呀", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 34.64, "end": 35.6, "text": "政务啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 35.6, "end": 37.46, "text": "各种各样的这个行业是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 37.46, "end": 40.26, "text": "那比如说我们有一些知识库啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 40.26, "end": 41.6, "text": "假设大家的这个", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 41.6, "end": 44.04, "text": "是做这个银行客服的", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 44.04, "end": 45.88, "text": "那这个里面比如说我们有一些", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 45.88, "end": 47.4, "text": "常见的问题", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 47.4, "end": 51.48, "text": "比如说哎这个查询一些这个余额呀", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 51.48, "end": 53.16, "text": "什么修改账号密码呀", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 53.16, "end": 55.62, "text": "就是这种常见的一些问题等等的啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 55.62, "end": 57.92, "text": "好那就是这么一个知识库", "chunk": 0, "language": "zh", "avg_logprob": -0.13444884230450885, "no_speech_prob": 1.952643949310051e-11, "compression_ratio": 1.640625, "source": "whisper" }, { "start": 57.92, "end": 59.16, "text": "那现在的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 59.16, "end": 60.7, "text": "就是我们内部啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 60.7, "end": 62.0, "text": "要把这些知识库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 62.0, "end": 63.82, "text": "做一个整合", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 63.82, "end": 66.98, "text": "然后到我们的这个客服系统里面去", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 66.98, "end": 68.84, "text": "因为以前的这个AI的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 68.84, "end": 72.02, "text": "其实他去回答问题的时候啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 72.02, "end": 73.22, "text": "如果说他没有参考", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 73.22, "end": 75.12, "text": "公司内部的一些知识库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 75.12, "end": 76.9, "text": "他回答的问题的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 76.9, "end": 77.88, "text": "就不是特别专业", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 77.88, "end": 78.9, "text": "所以现在的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 78.9, "end": 81.56, "text": "我们要做一个这个基于Rug啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 81.56, "end": 82.26, "text": "Rug的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 82.26, "end": 85.16, "text": "全称叫做检索增强生成", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 85.16, "end": 86.04, "text": "也就是说", "chunk": 0, "language": "zh", "avg_logprob": -0.11178202311197917, "no_speech_prob": 1.586275728826525e-11, "compression_ratio": 1.4368231046931408, "source": "whisper" }, { "start": 86.04, "end": 88.8, "text": "我们这个以前AI生成内容的话", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 88.8, "end": 92.48, "text": "都是根据这个AI自己训练的啊", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 92.48, "end": 93.08, "text": "像大模型", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 93.08, "end": 93.82, "text": "他训练一些", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 93.82, "end": 95.16, "text": "预训练的一些数据", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 95.16, "end": 96.46, "text": "然后去生成的", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 96.46, "end": 98.52, "text": "所以说他给你的一个结果的话", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 98.52, "end": 101.3, "text": "他肯定是一些比较通用的一些结果", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 101.3, "end": 103.02, "text": "不是属于我们这个公司", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 103.02, "end": 104.64, "text": "某个行业特定的一个回答", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 104.64, "end": 107.62, "text": "他可能就有那种普世性", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 107.62, "end": 109.24, "text": "但是的话不是特别专业", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 109.24, "end": 112.28, "text": "所以我们既然内部有一些知识库文档的话", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 112.28, "end": 113.96, "text": "我们现在想投位给AI", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 113.96, "end": 115.04, "text": "但是呢", "chunk": 0, "language": "zh", "avg_logprob": -0.09668844550318972, "no_speech_prob": 1.8399767820476143e-11, "compression_ratio": 1.4848484848484849, "source": "whisper" }, { "start": 115.04, "end": 117.34, "text": "我们又不想去做这个预训练跟微调", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 117.34, "end": 118.96, "text": "因为那个成本比较高是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 118.96, "end": 121.68, "text": "所以说业界的话就有一种解决方案叫Rug", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 121.68, "end": 125.38, "text": "你可以理解就是给这个AI挂了一个知识库", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 125.38, "end": 128.32, "text": "就相当于你在学习的时候", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 128.32, "end": 131.36, "text": "你可以去图书馆里面去查一些这个书籍", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 131.36, "end": 133.12, "text": "然后去写一些文章", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 133.12, "end": 134.84, "text": "这样的话你就会做一个参考", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 134.84, "end": 137.96, "text": "那么AI有了这个参考之后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 137.96, "end": 141.76, "text": "他帮你去生成这个答案的时候", "chunk": 0, "language": "zh", "avg_logprob": -0.11654152741303316, "no_speech_prob": 1.928222859159945e-11, "compression_ratio": 1.3523489932885906, "source": "whisper" }, { "start": 141.76, "end": 145.2, "text": "他就会参考里面的一些核心观点", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 145.2, "end": 146.74, "text": "然后去做一些总结回答", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 146.74, "end": 149.1, "text": "比如说我们现在问他一个问题啊", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 149.1, "end": 151.8, "text": "如果说我们没有做一个这个", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 151.8, "end": 154.4, "text": "RAG系统的一个整合的话", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 154.4, "end": 156.94, "text": "那么他你去问这个问题的话", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 156.94, "end": 159.54, "text": "他可能就给你一个啊", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 159.54, "end": 161.22, "text": "他可能你问的都不是这个", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 161.22, "end": 163.68, "text": "这个银行这个行业的是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 163.68, "end": 164.74, "text": "他不是金融行业的", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 164.74, "end": 166.6, "text": "他可能是其他行业的答案就给你了", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 166.6, "end": 167.72, "text": "但是如果说", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 167.72, "end": 171.24, "text": "你给他做了一个知识库的一个整合的话", "chunk": 0, "language": "zh", "avg_logprob": -0.1200219067660245, "no_speech_prob": 1.906430915910029e-11, "compression_ratio": 1.5971223021582734, "source": "whisper" }, { "start": 171.24, "end": 172.68, "text": "那大家就会看到啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 172.68, "end": 175.74, "text": "他会调用我们的这个银行的这个知识库", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 175.74, "end": 177.22, "text": "进行一个查询啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 177.22, "end": 178.02, "text": "大家看啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 178.02, "end": 181.04, "text": "这个是他的一个知识的一个检索结果啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 181.04, "end": 183.42, "text": "但这个里面这里展示有点问题", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 183.42, "end": 184.52, "text": "我们重新来问一下", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 184.52, "end": 187.0, "text": "就是有了这个结果之后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 187.0, "end": 189.82, "text": "他其实就会跟你去什么呢", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 189.82, "end": 192.44, "text": "做一个向量的数据库的一个", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 192.44, "end": 194.02, "text": "这个相似度的一个检索", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 194.02, "end": 195.78, "text": "那么检索完之后啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 195.78, "end": 198.5, "text": "你看这个就是我们知识库检索的一个结果", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 198.5, "end": 198.78, "text": "是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 198.78, "end": 199.98, "text": "那这个结果的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11852712409440862, "no_speech_prob": 1.9223404118529075e-11, "compression_ratio": 1.68, "source": "whisper" }, { "start": 199.98, "end": 201.6, "text": "其实就是在这个里面啊", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 201.6, "end": 203.38, "text": "我们这个知识库文档", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 203.38, "end": 206.88, "text": "这个文档的话是存放到了这个向量数据库里面", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 206.88, "end": 208.28, "text": "那么这个向量数据库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 208.28, "end": 209.96, "text": "它是根据这段话", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 209.96, "end": 212.1, "text": "然后做一个向量的相似度匹配", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 212.1, "end": 213.54, "text": "匹配完了之后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 213.54, "end": 217.18, "text": "再去做一个这个内容的一个生成", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 217.18, "end": 219.86, "text": "所以说这个里面的话", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 219.86, "end": 221.24, "text": "其实就是啊", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 221.24, "end": 223.58, "text": "我们首先要对这个文档做一个向量化", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 223.58, "end": 225.12, "text": "做完向量化之后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 225.12, "end": 226.64, "text": "把它存在到向量数据库里面去", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 226.64, "end": 228.52, "text": "然后当用户提问题的时候", "chunk": 0, "language": "zh", "avg_logprob": -0.10933713855857621, "no_speech_prob": 2.0141594989087075e-11, "compression_ratio": 1.768060836501901, "source": "whisper" }, { "start": 228.52, "end": 230.92, "text": "我们要用这个agent", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 230.92, "end": 234.38, "text": "那本次我们的这个agent实现的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 234.38, "end": 235.62, "text": "是基于一个框架", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 235.62, "end": 237.38, "text": "叫做这个long graph", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 237.38, "end": 239.64, "text": "然后并且还有一些long chain的一些酷", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 239.64, "end": 242.94, "text": "这个是我们的一个基础的一个框架", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 242.94, "end": 245.64, "text": "那整个相当于我们就基于long graph", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 245.64, "end": 247.1, "text": "去实现一个agent的应用", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 247.1, "end": 249.94, "text": "让他去做一个知识库的一个检索", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 249.94, "end": 251.7, "text": "然后检索完之后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 251.7, "end": 255.24, "text": "相当于做一个这个向量相似度的匹配", "chunk": 0, "language": "zh", "avg_logprob": -0.11387218128551137, "no_speech_prob": 1.7356529408152355e-11, "compression_ratio": 1.5357142857142858, "source": "whisper" }, { "start": 255.24, "end": 256.22, "text": "评约完之后", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 256.22, "end": 258.0, "text": "再把这些个内容", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 258.0, "end": 259.32, "text": "拼装成提示词", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 259.32, "end": 261.56, "text": "丢给这个大模型", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 261.56, "end": 263.06, "text": "然后总结性的做一个回答", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 263.06, "end": 265.04, "text": "所以大家问这些专业问题的时候", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 265.04, "end": 266.12, "text": "你会发现", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 266.12, "end": 267.66, "text": "他的这些回答的话", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 267.66, "end": 268.8, "text": "是非常准确的", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 268.8, "end": 270.5, "text": "因为他做了这个", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 270.5, "end": 271.74, "text": "相似度的一个匹配", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 271.74, "end": 272.98, "text": "比如说你问的这个", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 272.98, "end": 274.66, "text": "网上银行是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 274.66, "end": 276.44, "text": "你看这个里面", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 276.44, "end": 279.36, "text": "他就基本上是参考这个回答的", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 279.36, "end": 281.16, "text": "所以这个答案会比较精准", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 281.16, "end": 282.92, "text": "这就是我们要做的一个", "chunk": 0, "language": "zh", "avg_logprob": -0.14205499442226915, "no_speech_prob": 1.7100760044130858e-11, "compression_ratio": 1.4421052631578948, "source": "whisper" }, { "start": 282.92, "end": 286.12, "text": "AI的一个智能客服的这么一个系统", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 286.12, "end": 288.28, "text": "所以这个系统的一个关键点的话", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 288.28, "end": 290.28, "text": "其实就是基于这个RUG的一个系统", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 290.28, "end": 292.68, "text": "目前来说啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 292.68, "end": 294.7, "text": "只要是涉及到智能客服系统", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 294.7, "end": 297.08, "text": "你要追求这个答案的准确性的话", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 297.08, "end": 300.48, "text": "基本上都是基于RUG的这个方案去做的", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 300.48, "end": 303.58, "text": "那如果说你有这个模型微调", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 303.58, "end": 305.22, "text": "渲电的这个条件的话", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 305.22, "end": 306.74, "text": "用微调去做的也有", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 306.74, "end": 309.86, "text": "但是像大部分场景啊", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 309.86, "end": 310.92, "text": "为了节省成本的话", "chunk": 0, "language": "zh", "avg_logprob": -0.13381009287648388, "no_speech_prob": 1.841712025940634e-11, "compression_ratio": 1.513011152416357, "source": "whisper" }, { "start": 310.92, "end": 313.72, "text": "其实都是基于Rug的这个模式去做的", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 313.72, "end": 316.1, "text": "所以说我们现在要明确一个需求", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 316.1, "end": 319.02, "text": "我们要做一个这个银行的智能客服系统", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 319.02, "end": 321.36, "text": "然后当用户在提问里面", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 321.36, "end": 323.48, "text": "比如说我们如何去查学那个余额是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 323.48, "end": 325.56, "text": "那么这个系统的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 325.56, "end": 327.36, "text": "就要做如下几件事情", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 327.36, "end": 328.42, "text": "首先的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 328.42, "end": 330.34, "text": "他从这个行业知识库里面", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 330.34, "end": 331.62, "text": "就这个行业知识库里面", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 331.62, "end": 332.94, "text": "去做一个检索", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 332.94, "end": 333.92, "text": "这个知识库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 333.92, "end": 335.0, "text": "咱们自己可以新增", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 335.0, "end": 336.76, "text": "就是我们在这个里面", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 336.76, "end": 338.78, "text": "我们可以选用OpenAI的这个", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 338.78, "end": 339.92, "text": "Embading模型是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.11425928682894321, "no_speech_prob": 2.3271828908377756e-11, "compression_ratio": 1.4877300613496933, "source": "whisper" }, { "start": 339.92, "end": 341.78, "text": "做一个向量化存储啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 341.78, "end": 343.68, "text": "就是做一个这个向量化的一个转化", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 343.68, "end": 345.08, "text": "把它转换成embedding", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 345.08, "end": 346.98, "text": "它的一些这个向量坐标", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 346.98, "end": 348.32, "text": "然后向量数据库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 348.32, "end": 349.8, "text": "我们这里用的是Clamour啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 349.8, "end": 351.04, "text": "这是我们啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 351.04, "end": 352.84, "text": "有一个新增知识库啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 352.84, "end": 354.06, "text": "因为我们要做一个出手化嘛", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 354.06, "end": 355.4, "text": "所以我们要创建一个知识库", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 355.4, "end": 362.46, "text": "所以这个首先这个系统就得从行业知识库里面去检索最相关的一些内容", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 362.46, "end": 368.4, "text": "然后的话让大模型基于检索到的内容去生成有依据的这个回答啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12317252293818415, "no_speech_prob": 2.10858448757012e-11, "compression_ratio": 1.5372168284789645, "source": "whisper" }, { "start": 368.4, "end": 371.98, "text": "就是我不能说让AI就直接去回答了", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 371.98, "end": 372.22, "text": "是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 372.22, "end": 373.58, "text": "你要把检索的内容", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 373.58, "end": 377.24, "text": "组装成提示词丢给这个AI", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 377.24, "end": 379.42, "text": "然后再去做内容的一个生成", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 379.42, "end": 381.64, "text": "并且界面上的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 381.64, "end": 383.06, "text": "我们要做一个流逝回答", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 383.06, "end": 384.54, "text": "流逝回答什么意思啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 384.54, "end": 386.3, "text": "就比如说你问他一个问题的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 386.3, "end": 389.12, "text": "这里是一个字一个字迸穿", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 389.12, "end": 391.4, "text": "就是这种打字机的这种效果", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 391.4, "end": 392.7, "text": "但是这里面的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 392.7, "end": 396.18, "text": "我们这里是一次性输出出来的", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 396.18, "end": 398.04, "text": "所以我们其实可以改进一下", "chunk": 0, "language": "zh", "avg_logprob": -0.12485566892121967, "no_speech_prob": 1.8681224969729904e-11, "compression_ratio": 1.452054794520548, "source": "whisper" }, { "start": 398.04, "end": 399.82, "text": "把它做一个流逝的回答啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 399.82, "end": 400.66, "text": "这里有一个参数", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 400.66, "end": 403.06, "text": "把它做成一个流逝调用就可以了", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 403.06, "end": 404.38, "text": "所以说啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 404.38, "end": 405.66, "text": "整个一个过程的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 405.66, "end": 407.06, "text": "其实很简单啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 407.06, "end": 409.68, "text": "就是做一个知识库的一个检索匹配", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 409.68, "end": 412.52, "text": "然后把拿到的一个结果", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 412.52, "end": 414.08, "text": "去丢给这个大模型", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 414.08, "end": 414.94, "text": "然后的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 414.94, "end": 418.16, "text": "再去做一个流逝的一个回答啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 418.16, "end": 419.78, "text": "虽然这个步骤很简单", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 419.78, "end": 421.72, "text": "但是我们实现的这个逻辑的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 421.72, "end": 423.76, "text": "还是稍微有点复杂的啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 423.76, "end": 424.32, "text": "那首先的话", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 424.32, "end": 425.36, "text": "我会给大家讲一下", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 425.36, "end": 427.04, "text": "这个最终的一个架构啊", "chunk": 0, "language": "zh", "avg_logprob": -0.12686961491902668, "no_speech_prob": 2.17761468579436e-11, "compression_ratio": 1.5870307167235496, "source": "whisper" }, { "start": 427.04, "end": 430.24, "text": "然后我们等一下就会带大家去基于Codex", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 430.24, "end": 432.92, "text": "从零到一去搭建这么一个项目啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 432.92, "end": 434.2, "text": "因为现在啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 434.2, "end": 436.88, "text": "我们有了这个Codex之后啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 436.88, "end": 439.1, "text": "这个我们去开发项目的效率会很高", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 439.1, "end": 442.22, "text": "所以说我们让他把这个架构啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 442.22, "end": 444.34, "text": "或者说我们自己把架构做出来之后", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 444.34, "end": 446.58, "text": "然后你让他去回答的话啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 446.58, "end": 447.58, "text": "去去执行的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 447.58, "end": 451.22, "text": "其实这个开发起来效率就会很高", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 451.22, "end": 455.38, "text": "那这个是我之前做的一个这个事例啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11666776750471208, "no_speech_prob": 1.6746852168902926e-11, "compression_ratio": 1.4927007299270072, "source": "whisper" }, { "start": 455.38, "end": 457.26, "text": "就我之前已经把这个项目写出来了", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 457.26, "end": 459.48, "text": "那么这里面的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 459.48, "end": 460.42, "text": "我们就给大家看一下", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 460.42, "end": 461.74, "text": "我们这个架构的一个设计", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 461.74, "end": 462.72, "text": "首先的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 462.72, "end": 464.24, "text": "我们整个前端页面啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 464.24, "end": 465.96, "text": "这个前端页面是基于一个叫", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 465.96, "end": 468.24, "text": "Streamlit的一个库去实现的", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 468.24, "end": 469.54, "text": "那么这个库的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 469.54, "end": 472.38, "text": "就是一个python前端开发的一个库啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 472.38, "end": 474.78, "text": "非常方便做一些python的", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 474.78, "end": 476.7, "text": "这种前端页面的一个展示啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 476.7, "end": 476.94, "text": "是吧", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 476.94, "end": 478.46, "text": "比如说做一个聊天的这种界面", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 478.46, "end": 480.38, "text": "它的空间非常丰富啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 480.38, "end": 481.72, "text": "所以我们整个的话", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 481.72, "end": 483.04, "text": "是基于了这个框架", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 483.04, "end": 484.6, "text": "去做了一个前端应用啊", "chunk": 0, "language": "zh", "avg_logprob": -0.11273966232935588, "no_speech_prob": 3.026711173359509e-11, "compression_ratio": 1.6074766355140186, "source": "whisper" }, { "start": 484.6, "end": 485.169, "text": "好", "chunk": 0, "language": "zh", "avg_logprob": -1.3510822057724, "no_speech_prob": 1.06654705900322e-10, "compression_ratio": 0.2727272727272727, "source": "whisper" }, { "start": 485.169, "end": 487.069, "text": "然后包括侧边栏啊", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 487.069, "end": 488.169, "text": "还有这个logo是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 488.169, "end": 489.029, "text": "你看这个侧边栏", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 489.029, "end": 490.329, "text": "我们可以隐藏跟展示", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 490.329, "end": 492.689, "text": "就是一个多页面的这么一个导航", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 492.689, "end": 493.769, "text": "对话加设置", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 493.769, "end": 497.389, "text": "然后我们的这个智能客服对话啊", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 497.389, "end": 499.689, "text": "就是Rog这一块的一个核心技术的话", "chunk": 1, "language": "zh", "avg_logprob": -0.11006005100472263, "no_speech_prob": 2.8037829002958148e-11, "compression_ratio": 1.5077399380804954, "source": "whisper" }, { "start": 499.689, "end": 501.569, "text": "是基于Long Graph去实现的", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 501.569, "end": 502.189, "text": "Long Graph", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 502.189, "end": 504.629, "text": "大家应该都有听说过", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 504.629, "end": 505.909, "text": "大家可能听说过Long Chain", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 505.909, "end": 507.049, "text": "Long Chain的话", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 507.049, "end": 510.589, "text": "是目前做AI制整体应用开发的一个框架", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 510.589, "end": 510.889, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 510.889, "end": 515.109, "text": "就是我们可以做一些AI应用", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 515.109, "end": 515.449, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 515.449, "end": 516.549, "text": "不光光是制整体", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 516.549, "end": 518.309, "text": "它可以做很多AI应用", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 518.309, "end": 520.289, "text": "但是它主要还是做制整体", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 520.289, "end": 522.029, "text": "那么Long Graph的话", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 522.029, "end": 524.409, "text": "它就专门是做一些复杂的制整体", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 524.409, "end": 526.489, "text": "它是一种工作流的这种方式", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 526.489, "end": 527.909, "text": "叫这个流程", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 527.909, "end": 528.229, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 528.229, "end": 529.589, "text": "就是这种图形制的", "chunk": 1, "language": "zh", "avg_logprob": -0.1674137566921979, "no_speech_prob": 2.650727901065686e-11, "compression_ratio": 1.4914675767918089, "source": "whisper" }, { "start": 529.589, "end": 532.009, "text": "就是面向这个图形式的啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 532.009, "end": 533.029, "text": "流程式的这种", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 533.029, "end": 535.509, "text": "多智能体的这种代理啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 535.509, "end": 536.209, "text": "这种场景啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 536.209, "end": 538.269, "text": "就是比较企业级的这种复杂的", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 538.269, "end": 540.589, "text": "agent的这种开发啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 540.589, "end": 542.689, "text": "这种多智能体开发", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 542.689, "end": 544.869, "text": "目前一般是基于Langgraph去做的", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 544.869, "end": 546.689, "text": "是一个非常成熟的一个框架", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 546.689, "end": 550.509, "text": "所以我们要基于Langgraph", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 550.509, "end": 552.569, "text": "去实现整个Rug的一个核心流程", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 552.569, "end": 556.609, "text": "然后包括一些这个行业的一些知识库啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 556.609, "end": 558.289, "text": "比如说我们要做一些这个", "chunk": 1, "language": "zh", "avg_logprob": -0.1442520984111388, "no_speech_prob": 2.0286588381379644e-11, "compression_ratio": 1.5129151291512914, "source": "whisper" }, { "start": 558.289, "end": 560.529, "text": "上传切分", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 560.529, "end": 561.209, "text": "下量化", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 561.209, "end": 561.589, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 561.589, "end": 563.669, "text": "那对应到我们这个工作里面", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 563.669, "end": 565.809, "text": "我们现在要上传这个下量数据库", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 565.809, "end": 566.489, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 566.489, "end": 569.889, "text": "就是文档上传上传这个知识库", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 569.889, "end": 571.229, "text": "新增一个知识库", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 571.229, "end": 572.649, "text": "然后去给他做一些处理", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 572.649, "end": 575.089, "text": "然后的话就是", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 575.089, "end": 576.369, "text": "还要做切分", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 576.369, "end": 577.909, "text": "比如说你这个文件很大", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 577.909, "end": 578.649, "text": "你有一兆", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 578.649, "end": 580.149, "text": "那我们不能直接说", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 580.149, "end": 581.449, "text": "称到下量数据库里去了", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 581.449, "end": 583.049, "text": "因为你把这个一兆的文件", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 583.049, "end": 584.609, "text": "直接给他转化成下量的话", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 584.609, "end": 586.969, "text": "首先这个上下文可能会抄", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 586.969, "end": 587.309, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.15555018624343442, "no_speech_prob": 2.6994285279302588e-11, "compression_ratio": 1.5818181818181818, "source": "whisper" }, { "start": 587.309, "end": 588.849, "text": "那有些啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 588.849, "end": 590.409, "text": "那个模型", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 590.409, "end": 591.929, "text": "它不只是这么大的一个上下文", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 591.929, "end": 593.989, "text": "那这里就会涉及到一个切分的问题", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 593.989, "end": 595.089, "text": "啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 595.089, "end": 595.969, "text": "就是一个切分策略", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 595.969, "end": 598.609, "text": "比如说我这么大的一个文档啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 598.609, "end": 599.969, "text": "应该怎么来切分", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 599.969, "end": 601.709, "text": "是按这个段落来切", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 601.709, "end": 602.649, "text": "换行来切", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 602.649, "end": 603.649, "text": "还是怎么样来切", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 603.649, "end": 607.409, "text": "这个都是有这个对应的一个策略的", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 607.409, "end": 608.729, "text": "包括做一些向量化", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 608.729, "end": 609.089, "text": "是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 609.089, "end": 612.709, "text": "这个整个是我们有一套成熟的一个方案啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 612.709, "end": 613.729, "text": "然后这个", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 613.729, "end": 616.669, "text": "然后就是检索是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1608684313924689, "no_speech_prob": 1.6634039631813202e-11, "compression_ratio": 1.5617977528089888, "source": "whisper" }, { "start": 617.309, "end": 620.289, "text": "检索我们这里可以给它封做一个工具啊", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 620.289, "end": 623.369, "text": "这个工具的话主要就是做用来做Rug的一个检索的", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 623.369, "end": 626.969, "text": "那这里面我们相当于是共用了限量数据库啊", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 626.969, "end": 629.789, "text": "就是我们定义了一个限量数据库啊", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 629.789, "end": 632.909, "text": "然后我们不管是存储也好还是检索也好", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 632.909, "end": 634.409, "text": "都要用到这个限量数据库", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 634.409, "end": 636.729, "text": "所以这里面是一个公共的一个模块", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 636.729, "end": 641.349, "text": "然后包括我们还要去做一些这个模型的一个揭露是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 641.349, "end": 647.289, "text": "那这里面的模型我默认用的是OpenAI的这个GPT4O的这么一个模型啊", "chunk": 1, "language": "zh", "avg_logprob": -0.12185663495744978, "no_speech_prob": 4.036733447509988e-11, "compression_ratio": 1.6136363636363635, "source": "whisper" }, { "start": 647.309, "end": 649.569, "text": "当然大家你也可以选择其他模型", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 649.569, "end": 651.949, "text": "用Deep Seek或者是本地部署模型", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 651.949, "end": 653.689, "text": "或者千万都是OK的", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 653.689, "end": 657.969, "text": "关键是看大家就是你目前有哪些模型", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 657.969, "end": 659.869, "text": "你可以自由的去选择", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 659.869, "end": 663.209, "text": "只是说你如果用的是千万的一个模型的话", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 663.209, "end": 664.689, "text": "那可能有一些这个参数", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 664.689, "end": 665.789, "text": "可能就要做一些调整", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 665.789, "end": 667.889, "text": "我这里用的是OpenAI的这个模型", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 667.889, "end": 671.809, "text": "然后包括我们还可以去用一些这个", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 671.809, "end": 673.409, "text": "embedding是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 673.409, "end": 674.709, "text": "他会用一些工具类", "chunk": 1, "language": "zh", "avg_logprob": -0.12822286457034712, "no_speech_prob": 2.7838223046194877e-11, "compression_ratio": 1.363036303630363, "source": "whisper" }, { "start": 674.709, "end": 678.909, "text": "所以我们这里面要写一个这个工具的这么一个啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 678.909, "end": 679.869, "text": "这个脚本是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 679.869, "end": 681.229, "text": "这个脚本啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 681.229, "end": 684.049, "text": "主要是就是用来去做一些模型的一些介入的", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 684.049, "end": 685.889, "text": "比如说掉接口啊等等啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 685.889, "end": 687.909, "text": "那向量数据库我们用的是Clamour啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 687.909, "end": 690.909, "text": "这个是底层的一个向量数据库存储啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 690.909, "end": 692.369, "text": "然后embedding啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 692.369, "end": 698.129, "text": "就是比如说将我们的文本转化成这个向量坐标啊", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 698.129, "end": 699.109, "text": "我们用的是embedding", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 699.109, "end": 700.849, "text": "然后做了这个chart", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 700.849, "end": 704.329, "text": "就整个是用OpenAI的这个embedding", "chunk": 1, "language": "zh", "avg_logprob": -0.17577458035414387, "no_speech_prob": 1.9742743898043535e-11, "compression_ratio": 1.5154639175257731, "source": "whisper" }, { "start": 704.329, "end": 705.549, "text": "这个模型去实验的", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 705.549, "end": 707.129, "text": "所以这里给他梳理一下", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 707.129, "end": 709.729, "text": "我们目前核心的一个技术战有哪些啊", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 709.729, "end": 710.989, "text": "首先是Streamlit", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 710.989, "end": 712.289, "text": "Streamlit的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 712.289, "end": 716.169, "text": "是一个前端的一个快速开发的一个库啊", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 716.169, "end": 717.349, "text": "那这个库的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 717.349, "end": 719.309, "text": "大家你也可以自己去搜一下", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 719.309, "end": 722.169, "text": "比如说你去可以去看到啊", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 722.169, "end": 722.689, "text": "Streamlit", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 722.689, "end": 724.989, "text": "这个它是一个你看", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 724.989, "end": 728.909, "text": "一个快速的这么一个做前端页面的啊", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 728.909, "end": 730.009, "text": "就做各种应用的", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 730.009, "end": 732.569, "text": "它的这个语法的话非常简单啊", "chunk": 1, "language": "zh", "avg_logprob": -0.14458388770186661, "no_speech_prob": 2.952381047971464e-11, "compression_ratio": 1.4425087108013936, "source": "whisper" }, { "start": 732.569, "end": 737.529, "text": "大家目前基本上你可以用AI去做各种各样的一些前端是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 737.529, "end": 741.789, "text": "然后你看他可以做出比较好的一些效果出来", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 741.789, "end": 747.749, "text": "所以大家你如果整个这个RUG系统是基于Python去开发的话", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 747.749, "end": 749.549, "text": "那你其实可以什么呢", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 749.549, "end": 750.709, "text": "前端你可以", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 750.709, "end": 756.089, "text": "因为我们专业的前端可能还是用这个Node.js那一套嘛", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 756.089, "end": 757.769, "text": "是吧我们ReactVU", "chunk": 1, "language": "zh", "avg_logprob": -0.18074712500108026, "no_speech_prob": 1.847478593719476e-11, "compression_ratio": 1.2490566037735849, "source": "whisper" }, { "start": 757.769, "end": 760.249, "text": "但是你如果想快速去构建一个", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 760.249, "end": 762.949, "text": "标准的外部交付页面的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 762.949, "end": 765.389, "text": "说白了就是这个给自己测试演示的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 765.389, "end": 766.609, "text": "你用Streamlit", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 766.609, "end": 768.729, "text": "肯定是没什么问题的", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 768.729, "end": 770.089, "text": "所以这个主要目标", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 770.089, "end": 771.669, "text": "它就是要做快速构建", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 771.669, "end": 775.549, "text": "所以目前市面上一些python的这种项目的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 775.549, "end": 776.249, "text": "前单的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 776.249, "end": 778.609, "text": "做演示用的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 778.609, "end": 780.869, "text": "基本上都是基于这个Streamlit", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 780.869, "end": 783.569, "text": "你像有一些大模型的一些训练", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 783.569, "end": 784.729, "text": "部署是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 784.729, "end": 786.469, "text": "那个操作的界面的话", "chunk": 1, "language": "zh", "avg_logprob": -0.14140189386183216, "no_speech_prob": 1.8026451858998982e-11, "compression_ratio": 1.3654485049833887, "source": "whisper" }, { "start": 786.469, "end": 788.929, "text": "很多都是基于stream里的去用", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 788.929, "end": 792.149, "text": "因为他非常方便做快速去做一些外部页面", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 792.149, "end": 795.109, "text": "然后long turn他要做的一个事情", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 795.109, "end": 798.009, "text": "long turn的话大家也可以去了解一下", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 798.009, "end": 800.009, "text": "如果说你没接触过的话", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 800.009, "end": 801.049, "text": "你可以去搜一下", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 801.049, "end": 804.069, "text": "那么这个long turn的话", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 804.069, "end": 805.789, "text": "主要就是我们可以看到", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 805.789, "end": 807.349, "text": "他这个里面的话", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 807.349, "end": 809.929, "text": "他是目前来说", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 809.929, "end": 812.149, "text": "做一些AI智能体应用开发", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 812.149, "end": 814.649, "text": "他是比较推荐的一个框架", "chunk": 1, "language": "zh", "avg_logprob": -0.15999559372190444, "no_speech_prob": 1.826571879859351e-11, "compression_ratio": 1.3310344827586207, "source": "whisper" }, { "start": 814.649, "end": 818.369, "text": "那这个他的一个迭代速度的话也非常快啊", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 818.369, "end": 821.049, "text": "我们可以看到他的功能其实也非常强大", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 821.049, "end": 823.229, "text": "可以做各种这个支柔体的一个应用", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 823.229, "end": 826.229, "text": "然后long graph的话啊", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 826.229, "end": 828.769, "text": "就是上面这个long chain跟long graph的一个分工", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 828.769, "end": 831.089, "text": "就是long chain主要是管模型揭露", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 831.089, "end": 832.889, "text": "文档切分与加载", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 832.889, "end": 834.529, "text": "然后检索工具封装", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 834.529, "end": 836.409, "text": "那么这个long graph的话", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 836.409, "end": 838.909, "text": "他就去管这个agent状态机", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 838.909, "end": 841.509, "text": "然后模型工具循环啊", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 841.509, "end": 844.429, "text": "就是他主要是管这个agent的一个构建的", "chunk": 1, "language": "zh", "avg_logprob": -0.15572296818600426, "no_speech_prob": 2.019730563351807e-11, "compression_ratio": 1.5304054054054055, "source": "whisper" }, { "start": 844.429, "end": 845.829, "text": "包括他的一个状态啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 845.829, "end": 846.869, "text": "数据流转啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 846.869, "end": 848.709, "text": "然后工具的一个调用啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 848.709, "end": 849.929, "text": "循环啊等等的", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 849.929, "end": 851.309, "text": "所以这个目标", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 851.309, "end": 853.389, "text": "他主要就是围绕着这个agent", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 853.389, "end": 854.909, "text": "去做一个展开的", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 854.909, "end": 856.169, "text": "然后long chain就是", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 856.169, "end": 859.629, "text": "主要是做一些rug的这个应用的一些集成", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 859.629, "end": 860.829, "text": "啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 860.829, "end": 864.969, "text": "那个clama的话就是一款这个向上数据库啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 864.969, "end": 866.869, "text": "这个是一款快开源的向上数据库", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 866.869, "end": 867.869, "text": "这个数据库", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 867.869, "end": 869.129, "text": "他既支持本地部署", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 869.129, "end": 871.029, "text": "也支持服务器的那个部署啊", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 871.029, "end": 873.749, "text": "主要就是用来存储这个向上数据库", "chunk": 1, "language": "zh", "avg_logprob": -0.16844391036819625, "no_speech_prob": 2.227852451130996e-11, "compression_ratio": 1.5582191780821917, "source": "whisper" }, { "start": 873.749, "end": 875.949, "text": "做一些数据的一些存储", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 875.949, "end": 879.769, "text": "然后我们还可以去整合一些多平台的一些", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 879.769, "end": 880.369, "text": "这个什么的", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 880.369, "end": 882.769, "text": "比如说大家想用这个本地部署是吧", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 882.769, "end": 883.849, "text": "那你就用欧拉玛", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 883.849, "end": 887.469, "text": "所以这里面我们其实提供了一些个路口啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 887.469, "end": 889.049, "text": "我们可以通过欧拉玛", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 889.049, "end": 891.409, "text": "然后或者是其他的一些啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 891.409, "end": 892.249, "text": "XEference", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 892.249, "end": 894.969, "text": "可以做一些模型的一个加载", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 894.969, "end": 899.609, "text": "也就是我们可以用这个在线的一个模型啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 899.609, "end": 900.469, "text": "就是公网的一个模型", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 900.469, "end": 901.989, "text": "也可以用私有化的欧拉玛模型", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 901.989, "end": 903.229, "text": "这个都是OK的啊", "chunk": 1, "language": "zh", "avg_logprob": -0.1665378451347351, "no_speech_prob": 1.951476306938371e-11, "compression_ratio": 1.5466666666666666, "source": "whisper" }, { "start": 903.229, "end": 904.109, "text": "给大家的一个需要", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 904.109, "end": 907.949, "text": "那么我们为什么用Codex开发啊", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 907.949, "end": 909.529, "text": "首先Codex的话", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 909.529, "end": 911.889, "text": "本身你可以把它看作是一个整体啊", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 911.889, "end": 913.369, "text": "因为它不仅可以生成代码", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 913.369, "end": 914.769, "text": "还能读项目改文件", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 914.769, "end": 915.609, "text": "跑命理修bug", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 915.609, "end": 916.769, "text": "所以说", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 916.769, "end": 918.549, "text": "我们这里面的话", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 918.549, "end": 919.789, "text": "基于Codex开发", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 919.789, "end": 921.329, "text": "逻辑就不太一样了", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 921.329, "end": 923.589, "text": "那就是以提示词啊", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 923.589, "end": 925.309, "text": "像我们前面给大家讲的是", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 925.309, "end": 927.689, "text": "这个面向规范的", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 927.689, "end": 929.329, "text": "这么一个驱动的方式开发啊", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 929.329, "end": 930.829, "text": "所以说我们其实", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 930.829, "end": 932.289, "text": "现在去开发项目的话", "chunk": 1, "language": "zh", "avg_logprob": -0.13484651286427568, "no_speech_prob": 2.5342363624281106e-11, "compression_ratio": 1.3883495145631068, "source": "whisper" }, { "start": 932.289, "end": 934.289, "text": "大家只要把提示词梳理出来就可以了", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 934.289, "end": 935.569, "text": "不需要你去写代码了", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 935.569, "end": 937.669, "text": "然后他就可以快速去开发一个模块", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 937.669, "end": 941.789, "text": "所以这个就是正常的一个AI编程的一个正确的姿势", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 941.789, "end": 943.969, "text": "所以我们等下的一个开发的话", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 943.969, "end": 946.389, "text": "基本上自己是不用手写一行代码的", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 946.389, "end": 949.349, "text": "都是交给Codex去做代码生成", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 949.349, "end": 953.789, "text": "然后由他去做一个这个功能一个开发", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 953.789, "end": 955.789, "text": "所以大家首先第一步要做的就是", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 955.789, "end": 958.129, "text": "我们要把Codex的一个环境准备好", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 958.129, "end": 961.289, "text": "那么大家听到之前的这个章节的话", "chunk": 1, "language": "zh", "avg_logprob": -0.09528123460164885, "no_speech_prob": 2.2620374323656378e-11, "compression_ratio": 1.5, "source": "whisper" }, { "start": 961.289, "end": 962.649, "text": "我相信这个codex环境", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 962.649, "end": 963.549, "text": "大家都已经装好了", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 963.549, "end": 965.649, "text": "所以这一步我就简单介绍一下", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 965.649, "end": 967.229, "text": "就是咱们得把codex", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 967.229, "end": 969.129, "text": "我这里安装方式的话", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 969.129, "end": 970.229, "text": "主要是讲的这个", "chunk": 1, "language": "zh", "avg_logprob": -0.1265904982884725, "no_speech_prob": 1.18037983901087e-11, "compression_ratio": 1.0596026490066226, "source": "whisper" }, { "start": 970.574, "end": 972.214, "text": "主要是讲了这个他的命令行方式啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 972.214, "end": 973.754, "text": "所以大家不管是命令行", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 973.754, "end": 976.234, "text": "还是我们之前讲的这个啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 976.234, "end": 980.054, "text": "Codex app或者是这个啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 980.054, "end": 981.774, "text": "Withcode的那个插件啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 981.774, "end": 983.174, "text": "都都是可以的啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 983.174, "end": 984.394, "text": "看大家习惯用哪一种", "chunk": 2, "language": "zh", "avg_logprob": -0.14660956535810304, "no_speech_prob": 2.988021635674798e-11, "compression_ratio": 1.439102564102564, "source": "whisper" }, { "start": 984.394, "end": 986.634, "text": "然后完了之后的话", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 986.634, "end": 988.754, "text": "你可以去配置一下这个API密钥啊", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 988.754, "end": 992.114, "text": "因为我采用的是这种API key的这种方式去连接的", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 992.114, "end": 993.734, "text": "所以看大家的一个实际情况", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 993.734, "end": 995.854, "text": "我们前面有给大家讲连接方式", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 995.854, "end": 998.214, "text": "就是你要么是登录啊", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 998.214, "end": 1002.194, "text": "用官方那个ChatGBT的这个网站跳转做授权", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 1002.194, "end": 1007.494, "text": "还有一种的话是你可以这个配一个API密钥啊", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 1007.494, "end": 1008.394, "text": "这个都是OK的", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 1008.394, "end": 1010.754, "text": "看大家的一个实际需求吧", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 1010.754, "end": 1013.374, "text": "就是你的一个实际情况是什么", "chunk": 2, "language": "zh", "avg_logprob": -0.13038881033058936, "no_speech_prob": 2.2365175683658478e-11, "compression_ratio": 1.4425675675675675, "source": "whisper" }, { "start": 1013.374, "end": 1017.174, "text": "然后我这里面就是去配一下这个环境变量", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1017.174, "end": 1018.734, "text": "它基本上就可以用了啊", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1018.734, "end": 1020.634, "text": "但是你这里配完之后", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1020.634, "end": 1023.214, "text": "你需要把终端这个重启一下才能生效啊", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1023.214, "end": 1024.794, "text": "这个是呃", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1024.794, "end": 1027.294, "text": "这个是在Mac或者Linux上面的一个配置", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1027.294, "end": 1028.574, "text": "这个是Windows上面", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1028.574, "end": 1031.834, "text": "我们用的是SateX这么一个命令啊", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1031.834, "end": 1033.494, "text": "好", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1033.494, "end": 1034.414, "text": "完了之后的话", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1034.414, "end": 1038.634, "text": "就是我们现在就可以进入到我们的一个项目应用开发了啊", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1038.634, "end": 1042.034, "text": "就是接下来我们要建一个项目录是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.18059326542748344, "no_speech_prob": 2.4642437396193984e-11, "compression_ratio": 1.4410774410774412, "source": "whisper" }, { "start": 1042.034, "end": 1045.334, "text": "那比如说我现在这个里面", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1045.334, "end": 1046.134, "text": "给他看一下", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1046.134, "end": 1050.434, "text": "我们进入到这个Codex", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1050.434, "end": 1050.994, "text": "是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1050.994, "end": 1053.394, "text": "进入到这个Codex里面去", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1053.394, "end": 1054.694, "text": "然后的话", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1054.694, "end": 1056.994, "text": "这里面我们建一个目的", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1056.994, "end": 1059.874, "text": "叫做这个Rack", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1059.874, "end": 1062.014, "text": "System", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1062.014, "end": 1064.474, "text": "Rack系统", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1064.474, "end": 1066.054, "text": "然后在这个里面的话", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1066.054, "end": 1069.054, "text": "我们要用终端管理员的方式打开", "chunk": 2, "language": "zh", "avg_logprob": -0.21927019119262695, "no_speech_prob": 1.5136147543670653e-11, "compression_ratio": 1.3125, "source": "whisper" }, { "start": 1069.054, "end": 1074.154, "text": "然后切换到地盘", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1074.154, "end": 1076.914, "text": "切换到Codex", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1076.914, "end": 1079.394, "text": "下面有一个目录叫做RockSystem", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1079.394, "end": 1081.754, "text": "然后我们进入Codex", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1081.754, "end": 1088.234, "text": "进入Codex之后", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1088.234, "end": 1089.794, "text": "我首先调一下这个权限", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1089.794, "end": 1094.254, "text": "把这个权限改成这个不需要授权的", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1094.254, "end": 1096.154, "text": "因为我不想反复的去确认", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1096.154, "end": 1098.514, "text": "这里因为怎么正常编码开发了", "chunk": 2, "language": "zh", "avg_logprob": -0.14892297320895725, "no_speech_prob": 1.6618146095326303e-11, "compression_ratio": 1.221698113207547, "source": "whisper" }, { "start": 1098.514, "end": 1099.994, "text": "所以就不需要确认了", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1099.994, "end": 1101.114, "text": "直接让他干活就行了", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1101.114, "end": 1102.894, "text": "我们把这个权限放开", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1102.894, "end": 1105.274, "text": "就是不需要再用户再确认了", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1105.274, "end": 1107.154, "text": "好", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1107.154, "end": 1108.974, "text": "然后这个地方的话就是", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1108.974, "end": 1111.674, "text": "你看我刚刚讲的这个授权模式", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1111.674, "end": 1113.454, "text": "我就是用的这一种", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1113.454, "end": 1115.054, "text": "就把权限全部全自动了", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1115.054, "end": 1117.054, "text": "这个是我们因为", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1117.054, "end": 1120.514, "text": "我们前面给大家讲了这几种权限", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1120.514, "end": 1122.214, "text": "就是涉及到一些敏感操作", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1122.214, "end": 1123.614, "text": "一些敏感命令执行的时候", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1123.614, "end": 1126.334, "text": "我建议大家就是需要用户去确认", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1126.334, "end": 1127.954, "text": "就如果是你个初学者", "chunk": 2, "language": "zh", "avg_logprob": -0.11918828600928896, "no_speech_prob": 2.5127420977266723e-11, "compression_ratio": 1.5259515570934257, "source": "whisper" }, { "start": 1127.954, "end": 1129.414, "text": "你要保证安全的", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1129.414, "end": 1130.534, "text": "你就用这种模式", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1130.534, "end": 1133.454, "text": "如果说你已经熟悉了", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1133.454, "end": 1133.754, "text": "是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1133.754, "end": 1135.274, "text": "那你要快速提效", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1135.274, "end": 1136.874, "text": "你就用auto的这个模式", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1136.874, "end": 1138.474, "text": "但以前叫auto edit", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1138.474, "end": 1139.854, "text": "现在叫auto review", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1139.854, "end": 1141.374, "text": "差不多的一个意思", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1141.374, "end": 1143.694, "text": "就是他会根据实际一个情况", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1143.694, "end": 1145.474, "text": "自动帮你去授权访问", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1145.474, "end": 1146.654, "text": "但是在某一些", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1146.654, "end": 1149.454, "text": "比如说要执行一些RM跟RF的", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1149.454, "end": 1150.214, "text": "一些命令的时候", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1150.214, "end": 1151.874, "text": "这些敏感操作的时候", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1151.874, "end": 1152.914, "text": "他还是需要授权", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1152.914, "end": 1153.794, "text": "所以", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1153.794, "end": 1156.434, "text": "但是他大部分命令都会放开", "chunk": 2, "language": "zh", "avg_logprob": -0.14113761186599733, "no_speech_prob": 2.1175493650216204e-11, "compression_ratio": 1.3174603174603174, "source": "whisper" }, { "start": 1156.434, "end": 1159.874, "text": "所以这个就看大家的一个实际情况", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1159.874, "end": 1161.434, "text": "如果说你属于这个阶段", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1161.434, "end": 1162.194, "text": "你就用这种模式", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1162.194, "end": 1164.014, "text": "我目前用的是这种模式", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1164.014, "end": 1166.714, "text": "就是我需要他全自动去帮我去跑了", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1166.714, "end": 1169.694, "text": "所以我不需要关注那么多授权的东西", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1169.694, "end": 1174.614, "text": "那么首先就是我们要做一个需求的一个拆解跟架构设计", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1174.614, "end": 1174.914, "text": "是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1174.914, "end": 1178.914, "text": "就大家你用Codex做项目", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1178.914, "end": 1181.714, "text": "你不是一上来就直接让Codex帮我写一个智能客服系统", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1181.714, "end": 1184.254, "text": "那这样生成的这个效果肯定是不行的", "chunk": 2, "language": "zh", "avg_logprob": -0.12249403824040919, "no_speech_prob": 2.1106815947802282e-11, "compression_ratio": 1.4304207119741101, "source": "whisper" }, { "start": 1184.254, "end": 1186.434, "text": "因为你需求都没描述清楚呢", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1186.434, "end": 1187.994, "text": "你首先啊", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1187.994, "end": 1190.454, "text": "我们虽然是用Codex去提效", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1190.454, "end": 1192.194, "text": "但是的话", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1192.194, "end": 1193.794, "text": "大家不要觉得就是", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1193.794, "end": 1195.854, "text": "AI就能模拟搞定一切了是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1195.854, "end": 1198.714, "text": "就是你的整个软件开发的这个过程", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1198.714, "end": 1199.674, "text": "你还是得有的", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1199.674, "end": 1200.894, "text": "比如说做技术方案", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1200.894, "end": 1201.754, "text": "做架构设计", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1201.754, "end": 1202.834, "text": "这个跑不了的", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1202.834, "end": 1205.214, "text": "因为这是个系统", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1205.214, "end": 1206.094, "text": "这个系统的话", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1206.094, "end": 1207.554, "text": "会涉及到非常多的模块", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1207.554, "end": 1209.494, "text": "需求的话会有大需求", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1209.494, "end": 1211.414, "text": "然后每个任务要做拆分的", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1211.414, "end": 1212.394, "text": "那AI的话", "chunk": 2, "language": "zh", "avg_logprob": -0.13591112079042378, "no_speech_prob": 1.9723975924756942e-11, "compression_ratio": 1.3519736842105263, "source": "whisper" }, { "start": 1212.394, "end": 1215.634, "text": "他比较适合的是执行某一个任务", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1215.634, "end": 1217.514, "text": "所以说你如果没有帮他", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1217.514, "end": 1219.714, "text": "没有帮他把任务拆出来的话", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1219.714, "end": 1221.614, "text": "那他帮你干活的时候", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1221.614, "end": 1222.974, "text": "可能就会出现各种各样的问题", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1222.974, "end": 1224.474, "text": "所以大家尽量要细化", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1224.474, "end": 1226.294, "text": "这是一个非常大的一个原则", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1226.294, "end": 1229.294, "text": "所以我们第一步的话", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1229.294, "end": 1231.114, "text": "就大家要把认知给他对齐一下", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1231.114, "end": 1233.734, "text": "要按照一个正常的软件开发的一个流程", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1233.734, "end": 1235.414, "text": "去做一个交互", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1235.414, "end": 1237.374, "text": "比如说第一步", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1237.374, "end": 1240.294, "text": "我们你现在要做一个Rug的这个系统的话", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1240.294, "end": 1241.894, "text": "你首先得输出技术方案吧", "chunk": 2, "language": "zh", "avg_logprob": -0.10062817479833702, "no_speech_prob": 2.053344126673462e-11, "compression_ratio": 1.462962962962963, "source": "whisper" }, { "start": 1241.894, "end": 1243.194, "text": "那那技术方案", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1243.194, "end": 1244.374, "text": "以前我们做价格设计", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1244.374, "end": 1246.394, "text": "大家要画这个什么流程图啊", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1246.394, "end": 1247.614, "text": "架构图啊", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1247.614, "end": 1248.954, "text": "各种各样的一些图是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1248.954, "end": 1251.854, "text": "那现在其实有了这些个东西之后的话", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1251.854, "end": 1254.414, "text": "有了AI有了Codex之后的话", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1254.414, "end": 1255.874, "text": "那这些工作的话", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1255.874, "end": 1257.334, "text": "其实都可以交给AI去做了", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1257.334, "end": 1257.994, "text": "但是的话", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1257.994, "end": 1260.754, "text": "你的一个前提就是你这个提示词", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1260.754, "end": 1262.054, "text": "你得写清楚是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1262.054, "end": 1262.874, "text": "比如说我们这里", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1262.874, "end": 1265.354, "text": "我要开发一个Rug智能客服系统", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1265.354, "end": 1267.334, "text": "技术在限定为Web页面", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1267.334, "end": 1269.414, "text": "然后Agent的编盘是什么什么", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1269.414, "end": 1270.994, "text": "向量数据库是什么", "chunk": 2, "language": "zh", "avg_logprob": -0.15548149068304834, "no_speech_prob": 2.6651868212379526e-11, "compression_ratio": 1.367816091954023, "source": "whisper" }, { "start": 1270.994, "end": 1272.614, "text": "知识的模型是什么是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1272.614, "end": 1274.414, "text": "然后功能需求", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1274.414, "end": 1276.034, "text": "一个知识库页面", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1276.034, "end": 1278.754, "text": "然后可以新建知识库", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1278.754, "end": 1280.774, "text": "上传markdown文档自动切分", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1280.774, "end": 1284.154, "text": "就是咱们得把需求描述的非常清楚", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1284.154, "end": 1286.534, "text": "并且这个知识库多选", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1286.534, "end": 1287.234, "text": "是吧可选", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1287.234, "end": 1289.374, "text": "然后对话的时候可以启用哪些知识库", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1289.374, "end": 1291.754, "text": "然后我们写了功能需求之后", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1291.754, "end": 1293.774, "text": "我们还就是要一定要提出来啊", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1293.774, "end": 1295.514, "text": "就是请先不要写代码", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1295.514, "end": 1299.614, "text": "先输出这个推荐项目的一个目录结构", "chunk": 2, "language": "zh", "avg_logprob": -0.12182403610138122, "no_speech_prob": 2.007157287597927e-11, "compression_ratio": 1.4285714285714286, "source": "whisper" }, { "start": 1299.614, "end": 1301.194, "text": "每个模块的一个工程职责", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1301.194, "end": 1302.874, "text": "然后建议的开发顺序", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1302.874, "end": 1304.594, "text": "从底层到上层", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1304.594, "end": 1307.054, "text": "这个就是要我们要做一个架构设计", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1307.054, "end": 1308.834, "text": "把一些相关的文档给它输出出来", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1308.834, "end": 1310.574, "text": "而不是说直接就开发了", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1310.574, "end": 1312.074, "text": "所以第一步的话", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1312.074, "end": 1314.214, "text": "大家首先要复制一下", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1314.214, "end": 1315.314, "text": "就是把这个提示词", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1315.314, "end": 1316.554, "text": "我们要一步的去生成", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1316.554, "end": 1319.294, "text": "那这个里面我用这个", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1319.294, "end": 1321.054, "text": "我们打开", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1321.054, "end": 1322.474, "text": "我们在这个里面给它来看", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1322.474, "end": 1323.414, "text": "会比较清新一些", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1323.414, "end": 1325.654, "text": "因为这个看起来不是很方便", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1325.654, "end": 1327.994, "text": "然后我们打开这个目录", "chunk": 2, "language": "zh", "avg_logprob": -0.12365464996873286, "no_speech_prob": 2.5247711907261383e-11, "compression_ratio": 1.4901315789473684, "source": "whisper" }, { "start": 1327.994, "end": 1332.334, "text": "然后这个目录我们选择这个RackSystem", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1332.334, "end": 1335.994, "text": "然后在这个里面发起一个对话", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1335.994, "end": 1339.674, "text": "在这个大家会看得更清晰一些啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1339.674, "end": 1342.734, "text": "在这个里面他有时候看的不是很方便", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1342.734, "end": 1347.254, "text": "然后大家看啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1347.254, "end": 1348.294, "text": "在这个里面你看", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1348.294, "end": 1351.194, "text": "他就开始帮我们去规划了啊", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1351.194, "end": 1354.334, "text": "因为我之前规范里面写到DDD分层来组织", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1354.334, "end": 1356.314, "text": "所以他也把这个规范加入进来了", "chunk": 2, "language": "zh", "avg_logprob": -0.14576339721679688, "no_speech_prob": 1.4559853322992922e-11, "compression_ratio": 1.3611111111111112, "source": "whisper" }, { "start": 1356.314, "end": 1359.054, "text": "你看这个是他就是规划的一个目入结构", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1359.054, "end": 1360.634, "text": "是吧什么RAG系统啊是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1360.634, "end": 1362.954, "text": "然后配置啊数据啊", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1362.954, "end": 1365.594, "text": "然后包括一些模块啊是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1365.594, "end": 1368.954, "text": "然后一些应用程序啊是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1368.954, "end": 1370.774, "text": "你看是不是帮我们规划的非常清楚", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1370.774, "end": 1372.694, "text": "什么agent state node是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1372.694, "end": 1375.694, "text": "你看按照模块职责划分", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1375.694, "end": 1377.614, "text": "负责stream里的钱的交互", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1377.614, "end": 1382.534, "text": "然后这个放核心的一些什么模块是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.19702384308094287, "no_speech_prob": 2.340701590886063e-11, "compression_ratio": 1.380392156862745, "source": "whisper" }, { "start": 1382.534, "end": 1386.494, "text": "然后还有一些这个规划相关的", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1386.494, "end": 1389.994, "text": "你看他包括建议的这个开发步骤都帮我们调好了", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1389.994, "end": 1392.214, "text": "比如说先定义领域模型", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1392.214, "end": 1396.954, "text": "然后再去实现基础的一些配置与模型的一个适配", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1396.954, "end": 1400.994, "text": "再包括去做一些什么markdown加载与切分是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1400.994, "end": 1404.594, "text": "然后还有一些实现crama向量库的一些适配", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1404.594, "end": 1408.194, "text": "包括这个知识库这个啊", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1408.194, "end": 1409.434, "text": "路库的一些用力", "chunk": 2, "language": "zh", "avg_logprob": -0.13730139481393913, "no_speech_prob": 1.6944664421592037e-11, "compression_ratio": 1.3706563706563706, "source": "whisper" }, { "start": 1409.434, "end": 1410.914, "text": "然后去实现一些", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1410.914, "end": 1413.334, "text": "这个检索的用力啊", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1413.334, "end": 1415.774, "text": "包括Longraph的这个Agent等等的是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1415.774, "end": 1418.394, "text": "他会帮你把这个步骤", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1418.394, "end": 1419.954, "text": "全部给树立清楚", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1419.954, "end": 1422.134, "text": "所以说这个里面的话", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1422.134, "end": 1423.814, "text": "大家首先你要看一下", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1423.814, "end": 1424.634, "text": "他基本的逻辑", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1424.634, "end": 1426.914, "text": "是不是按照你的一个要求去做的啊", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1426.914, "end": 1430.254, "text": "这个有没有达到你的一个要求", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1430.254, "end": 1432.594, "text": "包括他的一些这个", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1432.594, "end": 1434.514, "text": "模块是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1434.514, "end": 1435.814, "text": "然后开发顺序", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1435.814, "end": 1437.054, "text": "这些东西有没有问题", "chunk": 2, "language": "zh", "avg_logprob": -0.15347837491799857, "no_speech_prob": 1.456180315217992e-11, "compression_ratio": 1.332142857142857, "source": "whisper" }, { "start": 1437.054, "end": 1440.914, "text": "然后这个就是确认没问题之后", "chunk": 2, "language": "zh", "avg_logprob": -0.18738701126792215, "no_speech_prob": 1.2541617050443321e-11, "compression_ratio": 1.032, "source": "whisper" }, { "start": 1440.914, "end": 1443.494, "text": "你可以开始让他干嘛呢", "chunk": 2, "language": "zh", "avg_logprob": -0.18738701126792215, "no_speech_prob": 1.2541617050443321e-11, "compression_ratio": 1.032, "source": "whisper" }, { "start": 1443.494, "end": 1448.634, "text": "接下来我们就开始去生成一些这个文档了", "chunk": 2, "language": "zh", "avg_logprob": -0.18738701126792215, "no_speech_prob": 1.2541617050443321e-11, "compression_ratio": 1.032, "source": "whisper" }, { "start": 1448.634, "end": 1448.934, "text": "是吧", "chunk": 2, "language": "zh", "avg_logprob": -0.18738701126792215, "no_speech_prob": 1.2541617050443321e-11, "compression_ratio": 1.032, "source": "whisper" }, { "start": 1449.331, "end": 1450.551, "text": "但我们其实", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1450.551, "end": 1452.411, "text": "他现在是按DDG做的", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1452.411, "end": 1453.091, "text": "我们其实", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1453.091, "end": 1455.111, "text": "还不需要那么多", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1455.111, "end": 1456.331, "text": "这个DDG的一些规范", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1456.331, "end": 1459.931, "text": "所以这里面我先是先调一下", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1459.931, "end": 1461.951, "text": "因为按他按DDG规划的话", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1461.951, "end": 1463.711, "text": "那个模块会插得很细啊", "chunk": 3, "language": "zh", "avg_logprob": -0.18379870563948236, "no_speech_prob": 3.2365901625475146e-11, "compression_ratio": 1.3686131386861313, "source": "whisper" }, { "start": 1463.711, "end": 1468.711, "text": "但其实我们可以不需要用到那么细啊", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1468.711, "end": 1475.551, "text": "所以这个里面看一下", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1475.551, "end": 1482.571, "text": "我们可以这里面可以调整一下", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1482.571, "end": 1485.571, "text": "全局的这个DDD的一些规范啊", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1485.571, "end": 1487.811, "text": "我们找到那个用户目录", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1487.811, "end": 1492.211, "text": "然后找到点Codex", "chunk": 3, "language": "zh", "avg_logprob": -0.22692580845045007, "no_speech_prob": 1.1072574281068004e-11, "compression_ratio": 1.2121212121212122, "source": "whisper" }, { "start": 1493.711, "end": 1496.711, "text": "嗯", "chunk": 3, "language": "zh", "avg_logprob": -0.6747271515602289, "no_speech_prob": 7.785181353747728e-12, "compression_ratio": 0.9719626168224299, "source": "whisper" }, { "start": 1500.711, "end": 1501.211, "text": "嗯", "chunk": 3, "language": "zh", "avg_logprob": -0.6747271515602289, "no_speech_prob": 7.785181353747728e-12, "compression_ratio": 0.9719626168224299, "source": "whisper" }, { "start": 1501.211, "end": 1505.211, "text": "然后Codex里面有我之前看一下啊", "chunk": 3, "language": "zh", "avg_logprob": -0.6747271515602289, "no_speech_prob": 7.785181353747728e-12, "compression_ratio": 0.9719626168224299, "source": "whisper" }, { "start": 1505.211, "end": 1507.211, "text": "Liless", "chunk": 3, "language": "zh", "avg_logprob": -0.6747271515602289, "no_speech_prob": 7.785181353747728e-12, "compression_ratio": 0.9719626168224299, "source": "whisper" }, { "start": 1513.211, "end": 1517.711, "text": "之前应该是我去写过一个这个Agence.md啊", "chunk": 3, "language": "zh", "avg_logprob": -0.6747271515602289, "no_speech_prob": 7.785181353747728e-12, "compression_ratio": 0.9719626168224299, "source": "whisper" }, { "start": 1523.711, "end": 1529.351, "text": "或者说咱们找不到的时候", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1529.351, "end": 1530.271, "text": "你机器可以Goend的", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1530.271, "end": 1538.651, "text": "帮我读取下系统全局的agents.md", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1538.651, "end": 1543.711, "text": "当前用户", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1543.711, "end": 1548.711, "text": "因为我之前那个agents.md里面写了一些这个", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1548.711, "end": 1550.891, "text": "dd的一些规范", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1550.891, "end": 1552.791, "text": "所以我现在要把这个规范给去掉", "chunk": 3, "language": "zh", "avg_logprob": -0.2212248272365994, "no_speech_prob": 1.473135675944537e-11, "compression_ratio": 1.1398963730569949, "source": "whisper" }, { "start": 1552.791, "end": 1554.811, "text": "不然到时候生人代码的时候", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1554.811, "end": 1556.911, "text": "可能会有一些这个问题啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1556.911, "end": 1559.191, "text": "但是他这个模块就这样去分", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1559.191, "end": 1559.851, "text": "也没什么问题", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1559.851, "end": 1561.731, "text": "只是说他这里拆的太细了", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1561.731, "end": 1563.191, "text": "你看什么DOMEN啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1563.191, "end": 1565.651, "text": "其实我们这么一个项目的话", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1565.651, "end": 1567.271, "text": "暂时还不需要用到DDD啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1567.271, "end": 1569.491, "text": "DDD一般是用在一些复杂的", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1569.491, "end": 1570.611, "text": "一些大型系统上面", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1570.611, "end": 1572.291, "text": "比如说一些ERP系统", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1572.291, "end": 1573.591, "text": "模块非常多的场景下", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1573.591, "end": 1574.811, "text": "用DDD没问题", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1574.811, "end": 1577.991, "text": "但实际上我们不需要那么麻烦啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1577.991, "end": 1580.611, "text": "你看我之前这个文档里面", "chunk": 3, "language": "zh", "avg_logprob": -0.14849665150138902, "no_speech_prob": 2.463856722811908e-11, "compression_ratio": 1.4193548387096775, "source": "whisper" }, { "start": 1580.611, "end": 1583.451, "text": "我写了一个什么 dv 驱动的方式开发", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1583.571, "end": 1585.511, "text": "这是之前的我规范", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1585.511, "end": 1587.171, "text": "那我现在要把它去掉", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1589.211, "end": 1591.171, "text": "codex下面有一个", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1592.451, "end": 1593.611, "text": "agents", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1593.611, "end": 1595.051, "text": "你看这是我之前加的", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1596.171, "end": 1599.451, "text": "我现在把它去掉", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1600.771, "end": 1602.971, "text": "然后这里面我们重新发起一个对话", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1603.851, "end": 1606.651, "text": "把之前的提示词复制一下", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1606.651, "end": 1608.171, "text": "重新发起一个对话", "chunk": 3, "language": "zh", "avg_logprob": -0.35262126548617495, "no_speech_prob": 2.1660851931559755e-11, "compression_ratio": 1.3514851485148516, "source": "whisper" }, { "start": 1608.171, "end": 1610.951, "text": "我们再来让它生成一下", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1610.951, "end": 1621.591, "text": "我们这里看一下", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1621.591, "end": 1622.351, "text": "这个里面", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1622.351, "end": 1625.171, "text": "你看现在就不是DDD了", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1625.171, "end": 1628.411, "text": "后面同时也按照DDD风格推进", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1628.411, "end": 1632.051, "text": "这里面还是DDD没有生效", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1632.051, "end": 1634.391, "text": "没有保存", "chunk": 3, "language": "zh", "avg_logprob": -0.2568361563760726, "no_speech_prob": 1.4259288194651276e-11, "compression_ratio": 1.1428571428571428, "source": "whisper" }, { "start": 1634.391, "end": 1638.851, "text": "我直接跟他说", "chunk": 3, "language": "zh", "avg_logprob": -0.2865700191921658, "no_speech_prob": 1.4382131770240836e-11, "compression_ratio": 0.8625, "source": "whisper" }, { "start": 1638.851, "end": 1642.391, "text": "我再发几个对话", "chunk": 3, "language": "zh", "avg_logprob": -0.2865700191921658, "no_speech_prob": 1.4382131770240836e-11, "compression_ratio": 0.8625, "source": "whisper" }, { "start": 1642.391, "end": 1648.131, "text": "可能是不是要重启一下", "chunk": 3, "language": "zh", "avg_logprob": -0.2865700191921658, "no_speech_prob": 1.4382131770240836e-11, "compression_ratio": 0.8625, "source": "whisper" }, { "start": 1664.391, "end": 1677.191, "text": "那现在模块就少了一些了", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1677.191, "end": 1679.631, "text": "应该那个DDD的那个已经失效了", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1679.631, "end": 1681.091, "text": "模块少了一些了", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1681.091, "end": 1685.291, "text": "然后的话就是我们看一下整个的一个逻辑啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1685.291, "end": 1685.991, "text": "你像这个APP", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1685.991, "end": 1688.111, "text": "它只负责stream里的界面的交互", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1688.111, "end": 1692.591, "text": "domain的话就负责一些这个核心的一个业务概念啊", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1692.591, "end": 1693.691, "text": "然后application是什么", "chunk": 3, "language": "zh", "avg_logprob": -0.14594639369419643, "no_speech_prob": 1.4438414873418903e-11, "compression_ratio": 1.2468085106382978, "source": "whisper" }, { "start": 1693.691, "end": 1695.791, "text": "然后外部技术实现是什么", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1695.791, "end": 1698.911, "text": "然后包括他的一些细节", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1698.911, "end": 1699.411, "text": "是吧", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1699.411, "end": 1700.471, "text": "就怎么来实现", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1700.471, "end": 1701.851, "text": "好", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1701.851, "end": 1703.031, "text": "这一步之后的话", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1703.031, "end": 1704.151, "text": "接下来干嘛呢", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1704.151, "end": 1706.251, "text": "接下来就是我们要去逐步实现", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1706.251, "end": 1708.011, "text": "整个的一个逻辑", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1708.011, "end": 1709.391, "text": "比如说", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1709.391, "end": 1711.171, "text": "这里面有两块", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1711.171, "end": 1713.851, "text": "就一块你可以按照他的一个目录结构去生成", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1713.851, "end": 1714.931, "text": "还有一块的话", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1714.931, "end": 1717.071, "text": "就是你有自己的一个规划", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1717.071, "end": 1720.671, "text": "你想按你的方式去做一个目录生成", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1720.671, "end": 1722.131, "text": "那你就可以把这个复制一下", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1722.131, "end": 1723.371, "text": "请", "chunk": 3, "language": "zh", "avg_logprob": -0.1425253051558351, "no_speech_prob": 2.6584255630179854e-11, "compression_ratio": 1.4623655913978495, "source": "whisper" }, { "start": 1723.371, "end": 1733.051, "text": "参考我的目录结构规范进行调整", "chunk": 3, "language": "zh", "avg_logprob": -0.21809366014268664, "no_speech_prob": 6.415441095031227e-12, "compression_ratio": 1.0, "source": "whisper" }, { "start": 1733.051, "end": 1743.071, "text": "生成对应的目录结构", "chunk": 3, "language": "zh", "avg_logprob": -0.21809366014268664, "no_speech_prob": 6.415441095031227e-12, "compression_ratio": 1.0, "source": "whisper" }, { "start": 1743.071, "end": 1755.251, "text": "就是你自己有一套规范是吧", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1755.251, "end": 1756.951, "text": "你把这些东西你都定好了", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1756.951, "end": 1760.731, "text": "那你就让让他去按你的方式去做就可以了", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1760.731, "end": 1762.991, "text": "如果说你没有特定的一个要求", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1762.991, "end": 1764.931, "text": "你想用他的这个方案的话", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1764.931, "end": 1765.691, "text": "其实也是可以", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1765.691, "end": 1767.331, "text": "就我们前面的话", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1767.331, "end": 1769.211, "text": "只是让他去帮我们分析一下", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1769.211, "end": 1770.911, "text": "让他去完全去做一个", "chunk": 3, "language": "zh", "avg_logprob": -0.07586181525028113, "no_speech_prob": 9.937929819348046e-12, "compression_ratio": 1.35, "source": "whisper" }, { "start": 1770.911, "end": 1771.891, "text": "所以说", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1771.891, "end": 1774.471, "text": "比如说我们可以把这个TS加起来", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1774.471, "end": 1774.711, "text": "是吧", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1774.711, "end": 1778.071, "text": "你可以把这两个东西组合起来", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1778.071, "end": 1779.611, "text": "你要开发这么一个", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1779.611, "end": 1782.191, "text": "然后你的一个目入结构应该是下面这种", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1782.191, "end": 1782.651, "text": "是吧", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1782.651, "end": 1784.531, "text": "或者说你就直接用它的方案都是可以", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1784.531, "end": 1785.531, "text": "或者大家", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1785.531, "end": 1787.551, "text": "你觉得它的结构太复杂了", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1787.551, "end": 1788.391, "text": "不太合适", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1788.391, "end": 1789.591, "text": "然后", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1789.591, "end": 1793.971, "text": "你可以去具体去调整一下", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1793.971, "end": 1794.411, "text": "是吧", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1794.411, "end": 1796.831, "text": "那我们可以再发起一个对话", "chunk": 3, "language": "zh", "avg_logprob": -0.18890749022018077, "no_speech_prob": 1.743178171254023e-11, "compression_ratio": 1.4365079365079365, "source": "whisper" }, { "start": 1796.831, "end": 1801.411, "text": "你可以让他参考你的目录结构去实现啊", "chunk": 3, "language": "zh", "avg_logprob": -0.20085165635594782, "no_speech_prob": 7.186991887037086e-12, "compression_ratio": 1.0387596899224807, "source": "whisper" }, { "start": 1801.411, "end": 1802.271, "text": "这个都是OK的", "chunk": 3, "language": "zh", "avg_logprob": -0.20085165635594782, "no_speech_prob": 7.186991887037086e-12, "compression_ratio": 1.0387596899224807, "source": "whisper" }, { "start": 1819.371, "end": 1821.991, "text": "这个里面大家可以不断的去调整啊", "chunk": 3, "language": "zh", "avg_logprob": -0.20085165635594782, "no_speech_prob": 7.186991887037086e-12, "compression_ratio": 1.0387596899224807, "source": "whisper" }, { "start": 1821.991, "end": 1823.271, "text": "做一些微调处理", "chunk": 3, "language": "zh", "avg_logprob": -0.20085165635594782, "no_speech_prob": 7.186991887037086e-12, "compression_ratio": 1.0387596899224807, "source": "whisper" }, { "start": 1823.271, "end": 1830.811, "text": "你看这是他给你的一个建议啊", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1830.811, "end": 1832.371, "text": "然后去梳理出来的", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1832.371, "end": 1833.551, "text": "哎他还善滴滴滴啊", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1833.551, "end": 1834.411, "text": "那个就没生效", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1834.411, "end": 1837.191, "text": "我的滴滴滴这个都去掉了", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1837.191, "end": 1839.791, "text": "但这个应该是要重启一下", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1839.791, "end": 1842.491, "text": "来重启一下", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1842.491, "end": 1845.991, "text": "我这个重启啊", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1845.991, "end": 1849.271, "text": "然后重新打开一下", "chunk": 3, "language": "zh", "avg_logprob": -0.24871036570559266, "no_speech_prob": 1.7630808271662524e-11, "compression_ratio": 1.349112426035503, "source": "whisper" }, { "start": 1849.271, "end": 1854.171, "text": "他可能没有加载啊", "chunk": 3, "language": "zh", "avg_logprob": -0.2972625096638997, "no_speech_prob": 1.25260860711629e-11, "compression_ratio": 1.0086206896551724, "source": "whisper" }, { "start": 1854.171, "end": 1855.711, "text": "当前那个对话可能", "chunk": 3, "language": "zh", "avg_logprob": -0.2972625096638997, "no_speech_prob": 1.25260860711629e-11, "compression_ratio": 1.0086206896551724, "source": "whisper" }, { "start": 1855.711, "end": 1858.011, "text": "要要重启一下这个APP", "chunk": 3, "language": "zh", "avg_logprob": -0.2972625096638997, "no_speech_prob": 1.25260860711629e-11, "compression_ratio": 1.0086206896551724, "source": "whisper" }, { "start": 1858.011, "end": 1858.691, "text": "可能才可以", "chunk": 3, "language": "zh", "avg_logprob": -0.2972625096638997, "no_speech_prob": 1.25260860711629e-11, "compression_ratio": 1.0086206896551724, "source": "whisper" }, { "start": 1858.691, 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