{
  "text": "去年年底,OpenCloud突然爆火,整个AI圈掀起了一股全民养虾的热潮\n大家开始尝试让Agent接管自己的浏览器,邮箱,本地电脑,甚至代替自己完成各种日常工作\n然后紧接着,Hermis Agent也迅速走轰\n很多人刚养完虾,转头又开始部署Hermis Agent\n但这些开源的Agent,他们的安全性做得并不好\n很容易遭到入侵,甚至会导致数据泄漏\n而且很多企业禁止员工部署这种不安全的agent\n并且这些个人agent的项目如果用于企业或者团队的话\n还需要进行二次开发\n而且很多个人用户自己部署之后\n也想让自己的朋友或者家人\n也能用上自己部署后的小龙虾或者Hormus agent\n但由于权限管理以及安全性等问题\n一旦让其他人来访问自己部署的agent\n那么很容易导致隐私泄漏\n甚至由于其他用户操作不当\n导致自己部署agent的设备出现中毒\n甚至数据泄露等严重的安全问题\n所以大家真正需要的是一款既能保证安全性和隐私\n还能用于个人\n也能用于团队甚至企业的稳定agent\n就在前几天\nYC公司恰好开源了一款全新的agent项目QM\n这款agent是YC公司内部自用的agent\n而且这款agent开源不到一周时间\n在Github上的STAR已经达到了8K\n所以在2026年下百年\nYC公司开源的QM将成为下一代龙虾\n下一代Hermes Agent\n而且很多个人用户团队或者企业将纷纷接入QM Agent\n这里提到的YC公司指的并不是一家普通的AI创业公司\n而是全球最知名的创业加速器之一\nY Combinator\n从2025年至今\nYC已经投资和孵化了超过5000家公司\nYC官方介绍他们之前用Ruby循环和内部工具运行了超过50多个Hermes Agent\n但很快遇到配置漂移,凭据管理和任务失败,共享资源和大规模运维等问题\n而QM就是这些经验沉淀后的开源视线\n所以QM真正值得关注的地方并不是他背后的YC公司\n也不是短短几天获得了8K star\n而是他瞄准了OpenCloud,跟Hermes Agent都没有优先解决的问题\n首先就是安全和数据隐私问题\n其次就是当agent不再只服务于个人\n而是开始进入一家公司\n他应该如何区分不同员工的身份\n文件 记忆 权限和账号\n怎样避免一个人看到另一个人的私人对话\n怎样防止agent在错误的项目里调用不属于他的API key\n怎样限制高风险命令\n并且让每一次敏感操作都有检索权限\n人工审批和审计记录\nQM给出的答案是为每个用户和每个项目建立独立的工作空间\n以及GE\n还有KChain\n以及持久化的Sandbox\n它可以在同一套内核上切换Pi Agent\nOpenCode\nCodex\n还有CloudCode\n与很多个人Agent相比\nQM从架构设计的第一天开始\n就认真考虑了全线隔离\n凭据管理\n命令审批\n操作审计和多人协作这些企业问题\n而且在过去不少开发者尝试把OpenCloud\n我HermesAgent进行二次开发\n以适合团队使用\n或者公司使用\n但这种方式问题也非常明显\n我们不仅要自己开发用户系统\n全线系统\n数据库和管理后台\n还需要长期维护一套\n已经被大幅度修改的代码\n一旦上游项目更新\n那么我们的定制版本就很容易陷入\n要么无法升级\n要么重新合并所有改动\n而QM尝试把公司的模型配置\nGios\nSandbox\n还有插件和部署参数\n与核心代码分离\n让团队可以保留自己的定制能力\n同时尽量减少对上游内核的直接修改\n本期视频就会大家演示并且测试QM Agent\n它的能力到底如何\n它是否真的是合个人使用\n团队使用\n甚至公司使用\n这里我已经在本地部署好了QM\n虽然QM开源还不到一周时间\n但我在本地使用的时候\n感觉还是非常稳定的\n它不像之前我们用OpenCloud的时候\n稍微一更新或者稍微一改动\n就会出现崩溃\n导致我们完全无法运行\n而QM它作为YC公司内部使用的agent系统\n所以用起来非常的顺畅\n也非常的稳定\n它既支持在网页中来使用\n还支持介入到select中来使用\n而且它还有专门为管理员来打造的这个后台\n那么我们就可以作为管理员\n从管理员后台对QM进行设置和圈线管理\n而且不需要担心被其他用户窃取隐私\n或者执行危险命令等操作\nQM它并不像OpenCloud\n与Hermits Agent这两款个人Agent那样\n具备自己的Agent内核\nQM它是通过调用Pi Agent\n或者OpenCode\nCodex\n或者CloudCode\n等这些开源或者必源的\n成熟的Agent工具\n来执行各种任务\n我在我设备上部署的QM\n为它设置的就是Pi Agent\n在这里我使用的模型是GPT5.6 Luna模型\n而且我们还可以选择其他模型\n甚至可以接入开源的模型\n下面我们先在web UI中来测试一下QM\n在这里我们可以看到新建对话\n这里还包含项目\n在这里就是我之前的对话记录\n在文件这里我们还可以管理我们的文件\n在定时任务这里我们就可以来创建定时任务\n就像在OpenCloud或者HermesAgent中创建定时任务一样\n在这里是keychain\n翻译成中文就是钥匙链\n在这里还支持部署应用\n在记忆这里我们就可以查看\n它保存到这些记忆\n在Scales这里\n它自带19个已经激活的Scale\n然后我们还可以来创建自己的Scale\n或者安装第三方的Scale\n我们可以先新建一个对话来测试一下\n在这里我们还可以设置模型的推理级别\n然后我们可以测试一下QM它的记忆能力\n我直接是我的一个使用习惯\n告诉他我习惯使用Cloud Code和Codex\n搭配进行项目开发\n用Cloud Code的鞋带码Codex进行Review\n然后我们直接发送\n然后在这里我们就可以看到\n他正在调用这些skill\n而且还能看到他正在调用工具\n可以看到他读取了记忆\n而且重写了这个记忆\n然后我们就点击这个记忆\n来查看他刚才记录的我们的这个习惯\n然后他就将我告诉他的\n我的这个使用习惯来记录到了这个记忆中\n也就是这一条开发工作流\n通常使用cloudcode来写代码\n然后使用codex进行review\n在右上角我们还可以点击这个历史\n来查看它更新的这些记录\n而且我们还可以直接对记忆进行修改\n比如说这里的技术站\n我们可以再继续来增加\n当改完之后我们这里就点击保存\n而且我们还可以点击这里来切换它的显示的视图\n针对每条记忆\n我们还可以点击这个删除按钮来进行删除\n可以看到QM它自带的记忆系统是非常完善的\n在对话中\n它就能够记住我们的这些习惯\n或者事实\n在项目这里我们可以直接点击\n然后我们就可以根据我们的主题来创建不同的项目\n比如说我们可以新建一个项目\n然后这个项目名称我可以命名成AI研究\n然后点击创建\n然后在右上角这里我们可以来添加其他的用户\n当我们需要在这个项目中进行团队协作的时候\n我们就可以来邀请其他用户\n我们可以测试一下来邀请其他用户\n比如说我们这里新注册一个账号\n然后我们可以输入邮箱\n然后点击发送\n然后进入邮箱找到这个邮件\n我们点击登录\n相见的话我们就登录成功\n我这里可以切换到这个浅色主题\n然后我这里随便输入了一个名称\n并且告诉他了技术站\n好 这是我们创建的第二个用户\n然后我们可以回到这个管理员的控制面板\n就可以看到在用户这里\n就可以看到刚才我们注册的这个用户\n然后我们再回到我们刚才创建的这个AI研究项目\n在添加用户这里\n我们直接输入刚才我们添加的这个用户名称\n好在这里就可以看到\n然后我们就点击添加\n然后往下拉我们就可以点击保存\n这样的话我们在这个项目中就有两个用户\n第一个就是我们当前登录的用户\n第二个就是刚才我们新注册的这个用户\n然后我们点击刷新刚才我们新注册的这个用户\n在这个位置我们就看到这个AI研究这个项目\n我们进入这个AI研究项目\n我们可以开启一个新的绘画\n也就是我们可以提问一个问题\n大模型微调的时候\n如何防止过你和我们直接发送\n好 这里输出了回答\n然后我们再回到刚才的这个账户\n在这里我们就可以看到\n刚才我们新注册的这个用户\n他提问的这个问题\n然后就会出现在这个对话中\n我们可以点击进入\n然后我们甚至可以接着提问\n比如说我们可以输入\n让他讲解第一条这个内容\n好 这里他输出了这个非常详细的讲解\n然后我们再回到刚才这个账户\n我们再刷新一下\n好 这样的话\n我们就看到了刚才以管理员身份询问的这个问题\n相见的话\n我们就可以在AI研究这个项目中\n实现两个人或者多个人进行协作\n而刚才我们新注册的这个用户\n在这个个人隐私项目中的这些对话内容\n然后在管理员这里他就无法看到\n而且在管理员这个账号\n管理员自己的这个隐私内容\n在刚刚我们新注册的这个用户这里\n他也看不到管理员的\n也就是只要我们将项目设为了私有\n然后其他成员就看到我们这些对话\n当我们在项目中添加了其他用户\n比如说刚才我们添加的新注册的就是用户\n然后我们在这个项目中的这些内容\n这个新用户他也都可以随时看到\n而且这些对话内容都可以随时同步\n像这样的话对于团队协作就能非常方便\n而且我们还可以继续去添加用户\n在一个项目中对于用户的数量是没有任何限制的\n我们甚至还可以在这个项目中来添加文件\n然后我是让他来分析这个文件的内容\n好这里他正在分析\n然后我们再回到刚才我们新注册的这个用户这里\n这里我们就看到了\n刚才我们让他分析文件的这个对话\n我们点击进入\n这里就会实时显示\n他正在调用的工具和运行的命令\n因为这里还在分析这个PDF还没有立即输出内容\n而且在管理员账号这里\n我们也可以看到\n他显示的正在调用的这些工具\n而且在左侧侧边栏这个文件这里\n我们就可以看到刚才我们上传的这个文件\n像这样的话\n我们就可以在团队协作中\n为团队单独创建一个共享的项目\n在这个项目中加入其他的团队成员\n然后我们这些对话内容\n还有上传的文件\n团队成员都可以实时查看\n如果当我们需要完成我们个人项目的时候\n我们就可以进入这个个人项目\n或者是单独创建一个私有的项目\n比如说我们进入这个个人项目\n我们还可以继续进行对话\n也就是我们可以随便输入一个内容\n进行测试\n像这样的话\n在QM中\n我们就实现了个人项目\n与团队项目的隔离\n然后个人项目就只有用户自己\n可以进行操作\n就实现了非常好的权限管理\n以及用户隔离\n还有项目共享与记忆共享\n好\n这是我们简单测试的QM\n它所具备的这些基础功能\n然后它还具备非常多的高级功能\n对于高级功能\n我将留到后续的视频中深入讲解\n本期视频如果点赞破千的话\n后续我还会为大家带来QMAGENT\n它更高级的用法\n下面我们看一下QMAGENT\n它的执行流程是怎样的\n首先就是用户发起绘画\n比如说在slack或者在webui中进行发起绘画\n像刚才我们就是在webui中来发起的绘画\n然后用户的绘画就会在接收层\n也就是slack或者webui中\n交给QM的核心\nQM的核心会根据这条消息的来源\n来确定作用域\n来判断是用户的私聊\n还是在项目中\n然后到这一步就会判断\n用户输入的任务或者消息\n是直接自动执行\n还是严格限制工具调用\n还是直接对用户的操作进行放行\n到下一步就是harness\n与模型来生成响应\n在这里会根据我们的配置\n来选择PiAgent\n或者opencode codex cloudcode等\n像刚才我们在对话中使用的就是py agent\n在这一步就会由py agent或者其他agent来进行处理\n比如说是否需要调用工具\n如果需要调用工具\n那么他的命令策略是怎样的\n如果要执行的话\n会在沙箱中进行执行\n当执行完成之后\n就会有工具的返回结果\n然后工具的执行结果\n就会再返回给py agent\n然后再进入下一轮判断\n是否还需要调用工具\n如果不需要调用工具就会直接回复给用户\n也就是将响应返回到Web UI界面或者slack\n将结果返回给用户之后\n它会对整个步骤还有这些响应的内容\n进行持久化还有审计\n而且会全程留恒\n我们可以对这些内容进行追踪\n通过持久化还有审计\n它就能像Hermes Agent一样\n具备自我进化和自我迭代的能力\n从而让QM Agent越用越聪明\n然后QM的安装方式\n本期视频就不再为大家具体去演示\n它的安装方式是怎样的\n因为在QM它的这个仓库的readme中\n它给出了非常详细的安装方式\n然后大家如果不会安装的话\n可以使用codex或者cloudcode\n或者国产的AI agent\n让这些AI agent先读取这个readme\n然后自动化帮我们进行部署\n然后大家如果想手动安装的话\n也就是手动从零进行安装的话\n我这里还写了一份详细的丛林进行配置的笔记\n我会将笔记放在描述栏或者评论区\n大家可以根据笔记自行进行安装和配置\n但为了精神时间\n我还是推荐大家使用Codex\n或者其他的agent直接阅读笔记\n或者阅读项目仓库的Redmi进行安装\n因为有agent安装的话\n它的速度会非常快\n我们如果手动去配置的话\n会浪费非常多的时间\n甚至会出现配置错误等情况\n所以在AI agent的时代\n大家完全不需要手动去配置\n本期视频如果点赞迫欠的话\n后续视频我会为大家讲解QM它的更高级的用法\n本期视频就做到这里\n欢迎大家点赞关注或转发\n谢谢大家观看",
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      "text": "去年年底,OpenCloud突然爆火,整个AI圈掀起了一股全民养虾的热潮",
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      "text": "大家开始尝试让Agent接管自己的浏览器,邮箱,本地电脑,甚至代替自己完成各种日常工作",
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      "text": "然后紧接着,Hermis Agent也迅速走轰",
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      "text": "很多人刚养完虾,转头又开始部署Hermis Agent",
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      "text": "但这些开源的Agent,他们的安全性做得并不好",
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      "text": "而且很多企业禁止员工部署这种不安全的agent",
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      "text": "并且这些个人agent的项目如果用于企业或者团队的话",
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      "text": "但由于权限管理以及安全性等问题",
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      "text": "甚至由于其他用户操作不当",
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    {
      "start": 58.8,
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      "text": "导致自己部署agent的设备出现中毒",
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      "text": "甚至数据泄露等严重的安全问题",
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      "text": "所以大家真正需要的是一款既能保证安全性和隐私",
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      "text": "还能用于个人",
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      "start": 70.42,
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      "text": "也能用于团队甚至企业的稳定agent",
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      "start": 73.78,
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      "text": "就在前几天",
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      "text": "YC公司恰好开源了一款全新的agent项目QM",
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      "text": "这款agent是YC公司内部自用的agent",
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      "text": "而且这款agent开源不到一周时间",
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      "text": "在Github上的STAR已经达到了8K",
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      "start": 89.46,
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      "text": "所以在2026年下百年",
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      "text": "下一代Hermes Agent",
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      "text": "这里提到的YC公司指的并不是一家普通的AI创业公司",
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      "start": 106.48,
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      "text": "Y Combinator",
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      "text": "从2025年至今",
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      "text": "文件 记忆 权限和账号",
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      "text": "QM给出的答案是为每个用户和每个项目建立独立的工作空间",
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      "text": "它可以在同一套内核上切换Pi Agent",
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      "text": "Codex",
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      "text": "与很多个人Agent相比",
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      "start": 214.24,
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      "text": "已经被大幅度修改的代码",
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      "text": "一旦上游项目更新",
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      "text": "那么我们的定制版本就很容易陷入",
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      "text": "要么重新合并所有改动",
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      "text": "而QM尝试把公司的模型配置",
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      "text": "Gios",
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      "text": "Sandbox",
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      "text": "还有插件和部署参数",
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      "start": 229.84,
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      "text": "与核心代码分离",
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      "start": 231.42,
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      "text": "让团队可以保留自己的定制能力",
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    {
      "start": 234.8,
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      "text": "同时尽量减少对上游内核的直接修改",
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      "start": 238.12,
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      "text": "本期视频就会大家演示并且测试QM Agent",
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    {
      "start": 241.98,
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      "text": "它的能力到底如何",
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    {
      "start": 243.5,
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      "text": "它是否真的是合个人使用",
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      "text": "团队使用",
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      "start": 246.42,
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      "text": "甚至公司使用",
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      "start": 247.68,
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      "text": "这里我已经在本地部署好了QM",
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    {
      "start": 250.52,
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      "text": "虽然QM开源还不到一周时间",
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    {
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      "text": "但我在本地使用的时候",
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    {
      "start": 255.1,
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      "text": "感觉还是非常稳定的",
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      "text": "它不像之前我们用OpenCloud的时候",
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    {
      "start": 259.0,
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      "text": "稍微一更新或者稍微一改动",
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      "start": 261.02,
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      "text": "就会出现崩溃",
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    {
      "start": 262.08,
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      "text": "导致我们完全无法运行",
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      "text": "而QM它作为YC公司内部使用的agent系统",
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      "start": 268.16,
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      "text": "所以用起来非常的顺畅",
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      "text": "也非常的稳定",
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      "text": "它既支持在网页中来使用",
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      "text": "还支持介入到select中来使用",
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      "text": "而且它还有专门为管理员来打造的这个后台",
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      "text": "那么我们就可以作为管理员",
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      "text": "从管理员后台对QM进行设置和圈线管理",
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    {
      "start": 284.8,
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      "text": "而且不需要担心被其他用户窃取隐私",
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    {
      "start": 287.74,
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      "text": "或者执行危险命令等操作",
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      "text": "QM它并不像OpenCloud",
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    {
      "start": 292.42,
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      "text": "与Hermits Agent这两款个人Agent那样",
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    {
      "start": 296.1,
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      "text": "具备自己的Agent内核",
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      "text": "QM它是通过调用Pi Agent",
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    {
      "start": 300.14,
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      "text": "或者OpenCode",
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    {
      "start": 301.18,
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      "text": "Codex",
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    {
      "start": 302.08,
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      "text": "或者CloudCode",
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    {
      "start": 303.26,
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      "text": "等这些开源或者必源的",
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    {
      "start": 305.36,
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      "text": "成熟的Agent工具",
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    {
      "start": 307.14,
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      "text": "来执行各种任务",
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      "text": "我在我设备上部署的QM",
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      "start": 310.94,
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      "text": "为它设置的就是Pi Agent",
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      "text": "在这里我使用的模型是GPT5.6 Luna模型",
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      "text": "而且我们还可以选择其他模型",
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      "text": "甚至可以接入开源的模型",
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      "text": "在这里我们可以看到新建对话",
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      "text": "在这里就是我之前的对话记录",
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      "text": "在文件这里我们还可以管理我们的文件",
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      "text": "在定时任务这里我们就可以来创建定时任务",
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      "text": "就像在OpenCloud或者HermesAgent中创建定时任务一样",
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      "text": "在这里是keychain",
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      "text": "翻译成中文就是钥匙链",
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      "text": "在这里还支持部署应用",
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      "text": "在记忆这里我们就可以查看",
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      "text": "在Scales这里",
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      "text": "它自带19个已经激活的Scale",
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      "text": "然后我们可以测试一下QM它的记忆能力",
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      "avg_logprob": -0.09766102873760721,
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    {
      "start": 367.3,
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      "text": "我直接是我的一个使用习惯",
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      "avg_logprob": -0.09766102873760721,
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    {
      "start": 369.2,
      "end": 371.68,
      "text": "告诉他我习惯使用Cloud Code和Codex",
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      "avg_logprob": -0.09766102873760721,
      "no_speech_prob": 2.1432607424931582e-11,
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    {
      "start": 371.68,
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      "text": "搭配进行项目开发",
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    {
      "start": 373.22,
      "end": 376.06,
      "text": "用Cloud Code的鞋带码Codex进行Review",
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      "avg_logprob": -0.09766102873760721,
      "no_speech_prob": 2.1432607424931582e-11,
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    {
      "start": 376.06,
      "end": 377.26,
      "text": "然后我们直接发送",
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    {
      "start": 377.26,
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      "text": "然后在这里我们就可以看到",
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    {
      "start": 379.06,
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      "text": "他正在调用这些skill",
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      "start": 381.06,
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      "text": "而且还能看到他正在调用工具",
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      "start": 383.42,
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      "text": "可以看到他读取了记忆",
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    {
      "start": 385.14,
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      "text": "而且重写了这个记忆",
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      "start": 386.82,
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      "text": "然后我们就点击这个记忆",
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    {
      "start": 389.1,
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      "text": "来查看他刚才记录的我们的这个习惯",
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      "no_speech_prob": 2.585929560761091e-11,
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    {
      "start": 392.66,
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      "text": "然后他就将我告诉他的",
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    {
      "start": 394.54,
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      "text": "我的这个使用习惯来记录到了这个记忆中",
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    {
      "start": 397.72,
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      "text": "也就是这一条开发工作流",
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      "start": 399.58,
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      "text": "通常使用cloudcode来写代码",
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      "start": 401.66,
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      "text": "然后使用codex进行review",
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    {
      "start": 403.84,
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      "text": "在右上角我们还可以点击这个历史",
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    {
      "start": 406.2,
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      "text": "来查看它更新的这些记录",
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      "start": 408.38,
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      "text": "而且我们还可以直接对记忆进行修改",
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    {
      "start": 410.84,
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      "text": "比如说这里的技术站",
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      "start": 412.12,
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      "text": "我们可以再继续来增加",
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      "start": 414.22,
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      "text": "当改完之后我们这里就点击保存",
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    {
      "start": 418.26,
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      "text": "而且我们还可以点击这里来切换它的显示的视图",
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      "start": 422.0,
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      "text": "针对每条记忆",
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    {
      "start": 423.16,
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      "text": "我们还可以点击这个删除按钮来进行删除",
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      "text": "可以看到QM它自带的记忆系统是非常完善的",
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      "start": 429.9,
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      "text": "在对话中",
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    {
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      "text": "它就能够记住我们的这些习惯",
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    {
      "start": 433.32,
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      "text": "或者事实",
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      "start": 434.38,
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      "text": "在项目这里我们可以直接点击",
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      "start": 436.82,
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      "text": "然后我们就可以根据我们的主题来创建不同的项目",
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      "start": 442.92,
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      "text": "然后这个项目名称我可以命名成AI研究",
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      "start": 446.04,
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      "text": "然后点击创建",
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      "start": 447.4,
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      "text": "然后在右上角这里我们可以来添加其他的用户",
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      "start": 451.54,
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      "text": "当我们需要在这个项目中进行团队协作的时候",
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      "start": 455.12,
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      "text": "我们就可以来邀请其他用户",
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      "text": "我们可以测试一下来邀请其他用户",
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      "text": "比如说我们这里新注册一个账号",
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      "start": 461.94,
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      "text": "然后我们可以输入邮箱",
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      "start": 463.52,
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      "text": "然后点击发送",
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      "start": 465.1,
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      "text": "然后进入邮箱找到这个邮件",
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      "start": 467.4,
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      "text": "我们点击登录",
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      "start": 468.34,
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      "text": "相见的话我们就登录成功",
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      "start": 470.0,
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      "text": "我这里可以切换到这个浅色主题",
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      "start": 472.32,
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      "text": "然后我这里随便输入了一个名称",
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      "start": 475.74,
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      "text": "并且告诉他了技术站",
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      "start": 477.64,
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      "text": "好 这是我们创建的第二个用户",
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      "start": 480.0,
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      "text": "然后我们可以回到这个管理员的控制面板",
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      "start": 482.52,
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      "text": "就可以看到在用户这里",
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      "start": 484.34,
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      "text": "就可以看到刚才我们注册的这个用户",
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    {
      "start": 487.38,
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      "text": "然后我们再回到我们刚才创建的这个AI研究项目",
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      "start": 491.58,
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      "text": "在添加用户这里",
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      "start": 493.08,
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      "text": "我们直接输入刚才我们添加的这个用户名称",
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      "start": 496.2,
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      "text": "好在这里就可以看到",
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      "start": 497.54,
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      "text": "然后我们就点击添加",
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    {
      "start": 499.12,
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      "text": "然后往下拉我们就可以点击保存",
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      "avg_logprob": -0.07538945409986708,
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    {
      "start": 501.62,
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      "text": "这样的话我们在这个项目中就有两个用户",
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      "start": 504.52,
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      "text": "第一个就是我们当前登录的用户",
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    {
      "start": 506.7,
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      "text": "第二个就是刚才我们新注册的这个用户",
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    {
      "start": 510.12,
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      "text": "然后我们点击刷新刚才我们新注册的这个用户",
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      "avg_logprob": -0.07538945409986708,
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      "start": 513.56,
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      "text": "在这个位置我们就看到这个AI研究这个项目",
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      "start": 517.12,
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      "text": "我们进入这个AI研究项目",
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      "start": 518.94,
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      "text": "我们可以开启一个新的绘画",
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      "start": 520.66,
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      "text": "也就是我们可以提问一个问题",
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    {
      "start": 522.56,
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      "text": "大模型微调的时候",
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    {
      "start": 523.66,
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      "text": "如何防止过你和我们直接发送",
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    {
      "start": 525.8,
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      "text": "好 这里输出了回答",
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    {
      "start": 527.64,
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      "text": "然后我们再回到刚才的这个账户",
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      "start": 530.5,
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      "text": "在这里我们就可以看到",
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    {
      "start": 532.16,
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      "text": "刚才我们新注册的这个用户",
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      "start": 534.24,
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      "text": "他提问的这个问题",
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      "start": 535.54,
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      "text": "然后就会出现在这个对话中",
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      "start": 537.8,
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      "text": "我们可以点击进入",
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      "start": 538.94,
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      "text": "然后我们甚至可以接着提问",
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      "start": 541.12,
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      "text": "比如说我们可以输入",
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    {
      "start": 542.54,
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      "text": "让他讲解第一条这个内容",
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    {
      "start": 544.5,
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      "text": "好 这里他输出了这个非常详细的讲解",
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    {
      "start": 547.48,
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      "text": "然后我们再回到刚才这个账户",
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    {
      "start": 549.76,
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      "text": "我们再刷新一下",
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    {
      "start": 551.36,
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      "text": "好 这样的话",
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    {
      "start": 552.38,
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      "text": "我们就看到了刚才以管理员身份询问的这个问题",
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    {
      "start": 555.64,
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      "text": "相见的话",
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      "start": 556.58,
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      "text": "我们就可以在AI研究这个项目中",
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      "start": 559.14,
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      "text": "实现两个人或者多个人进行协作",
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    {
      "start": 562.6,
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      "text": "而刚才我们新注册的这个用户",
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    {
      "start": 565.04,
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      "text": "在这个个人隐私项目中的这些对话内容",
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      "start": 568.86,
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      "text": "然后在管理员这里他就无法看到",
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      "text": "而且在管理员这个账号",
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      "text": "管理员自己的这个隐私内容",
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      "start": 575.42,
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      "text": "在刚刚我们新注册的这个用户这里",
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      "start": 578.74,
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      "text": "他也看不到管理员的",
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    {
      "start": 580.22,
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      "text": "也就是只要我们将项目设为了私有",
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      "text": "然后其他成员就看到我们这些对话",
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      "text": "比如说刚才我们添加的新注册的就是用户",
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      "text": "像这样的话对于团队协作就能非常方便",
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      "start": 603.02,
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      "text": "而且我们还可以继续去添加用户",
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      "start": 605.34,
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      "start": 608.86,
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      "text": "我们甚至还可以在这个项目中来添加文件",
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    {
      "start": 612.22,
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      "text": "然后我是让他来分析这个文件的内容",
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      "start": 615.4,
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      "text": "好这里他正在分析",
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    {
      "start": 617.1,
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      "text": "然后我们再回到刚才我们新注册的这个用户这里",
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      "start": 620.26,
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      "text": "这里我们就看到了",
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    {
      "start": 621.78,
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      "text": "刚才我们让他分析文件的这个对话",
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    {
      "start": 624.08,
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      "text": "我们点击进入",
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      "start": 624.98,
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      "text": "这里就会实时显示",
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      "start": 626.34,
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      "text": "他正在调用的工具和运行的命令",
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    {
      "start": 628.5,
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      "text": "因为这里还在分析这个PDF还没有立即输出内容",
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      "text": "而且在管理员账号这里",
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      "text": "我们也可以看到",
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    {
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      "text": "他显示的正在调用的这些工具",
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    {
      "start": 637.68,
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      "text": "而且在左侧侧边栏这个文件这里",
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    {
      "start": 640.18,
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      "text": "我们就可以看到刚才我们上传的这个文件",
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    {
      "start": 643.72,
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      "text": "像这样的话",
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    {
      "start": 644.28,
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      "text": "我们就可以在团队协作中",
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    {
      "start": 646.24,
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      "text": "为团队单独创建一个共享的项目",
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    {
      "start": 649.44,
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      "text": "在这个项目中加入其他的团队成员",
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    {
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      "text": "然后我们这些对话内容",
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      "start": 654.72,
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      "text": "还有上传的文件",
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      "start": 655.92,
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      "text": "团队成员都可以实时查看",
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    {
      "start": 657.98,
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      "text": "如果当我们需要完成我们个人项目的时候",
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    {
      "start": 660.88,
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      "text": "我们就可以进入这个个人项目",
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      "no_speech_prob": 1.9070585388636374e-11,
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    {
      "start": 662.72,
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      "text": "或者是单独创建一个私有的项目",
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      "no_speech_prob": 1.9070585388636374e-11,
      "compression_ratio": 1.7279151943462898
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    {
      "start": 665.26,
      "end": 667.02,
      "text": "比如说我们进入这个个人项目",
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      "no_speech_prob": 1.9070585388636374e-11,
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    {
      "start": 667.02,
      "end": 668.68,
      "text": "我们还可以继续进行对话",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 2.309140378908836e-11,
      "compression_ratio": 1.508650519031142
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    {
      "start": 668.68,
      "end": 670.78,
      "text": "也就是我们可以随便输入一个内容",
      "chunk": 1,
      "language": "zh",
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      "no_speech_prob": 2.309140378908836e-11,
      "compression_ratio": 1.508650519031142
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    {
      "start": 670.78,
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      "text": "进行测试",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
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    {
      "start": 672.02,
      "end": 672.66,
      "text": "像这样的话",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
      "compression_ratio": 1.508650519031142
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    {
      "start": 672.66,
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      "text": "在QM中",
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      "language": "zh",
      "avg_logprob": -0.08500076569232744,
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      "compression_ratio": 1.508650519031142
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    {
      "start": 673.74,
      "end": 675.8,
      "text": "我们就实现了个人项目",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
      "compression_ratio": 1.508650519031142
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    {
      "start": 675.8,
      "end": 677.52,
      "text": "与团队项目的隔离",
      "chunk": 1,
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      "avg_logprob": -0.08500076569232744,
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    {
      "start": 677.52,
      "end": 679.98,
      "text": "然后个人项目就只有用户自己",
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      "no_speech_prob": 2.309140378908836e-11,
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    {
      "start": 679.98,
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      "text": "可以进行操作",
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    {
      "start": 681.04,
      "end": 684.0,
      "text": "就实现了非常好的权限管理",
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    {
      "start": 684.0,
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      "text": "以及用户隔离",
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      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
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    {
      "start": 685.3,
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      "text": "还有项目共享与记忆共享",
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    {
      "start": 687.52,
      "end": 688.0,
      "text": "好",
      "chunk": 1,
      "language": "zh",
      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
      "compression_ratio": 1.508650519031142
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    {
      "start": 688.0,
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      "text": "这是我们简单测试的QM",
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    {
      "start": 689.82,
      "end": 691.78,
      "text": "它所具备的这些基础功能",
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      "avg_logprob": -0.08500076569232744,
      "no_speech_prob": 2.309140378908836e-11,
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    {
      "start": 691.78,
      "end": 694.5,
      "text": "然后它还具备非常多的高级功能",
      "chunk": 1,
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      "avg_logprob": -0.08500076569232744,
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    {
      "start": 694.5,
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      "text": "对于高级功能",
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      "avg_logprob": -0.08500076569232744,
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    {
      "start": 695.54,
      "end": 698.36,
      "text": "我将留到后续的视频中深入讲解",
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    {
      "start": 698.36,
      "end": 700.72,
      "text": "本期视频如果点赞破千的话",
      "chunk": 1,
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      "avg_logprob": -0.11186118695720937,
      "no_speech_prob": 2.373083674012122e-11,
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    {
      "start": 700.72,
      "end": 703.5,
      "text": "后续我还会为大家带来QMAGENT",
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      "no_speech_prob": 2.373083674012122e-11,
      "compression_ratio": 1.3551724137931034
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    {
      "start": 703.5,
      "end": 705.02,
      "text": "它更高级的用法",
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      "avg_logprob": -0.11186118695720937,
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    },
    {
      "start": 705.02,
      "end": 707.3,
      "text": "下面我们看一下QMAGENT",
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      "compression_ratio": 1.3551724137931034
    },
    {
      "start": 707.3,
      "end": 709.5,
      "text": "它的执行流程是怎样的",
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    {
      "start": 709.5,
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      "text": "首先就是用户发起绘画",
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    {
      "start": 711.78,
      "end": 715.98,
      "text": "比如说在slack或者在webui中进行发起绘画",
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      "no_speech_prob": 2.373083674012122e-11,
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    {
      "start": 715.98,
      "end": 719.58,
      "text": "像刚才我们就是在webui中来发起的绘画",
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    {
      "start": 719.58,
      "end": 722.32,
      "text": "然后用户的绘画就会在接收层",
      "chunk": 1,
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      "avg_logprob": -0.11186118695720937,
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    {
      "start": 722.32,
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      "text": "也就是slack或者webui中",
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    {
      "start": 724.42,
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      "text": "交给QM的核心",
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    {
      "start": 726.38,
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      "text": "QM的核心会根据这条消息的来源",
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    {
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      "text": "来确定作用域",
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    {
      "start": 730.92,
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      "text": "来判断是用户的私聊",
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      "text": "还是在项目中",
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      "start": 733.96,
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      "text": "然后到这一步就会判断",
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    {
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      "text": "用户输入的任务或者消息",
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    {
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      "text": "是直接自动执行",
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    {
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      "text": "还是严格限制工具调用",
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    {
      "start": 742.36,
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      "text": "还是直接对用户的操作进行放行",
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    {
      "start": 745.36,
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      "text": "到下一步就是harness",
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    {
      "start": 747.58,
      "end": 749.98,
      "text": "与模型来生成响应",
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      "no_speech_prob": 1.605606446408725e-11,
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    {
      "start": 749.98,
      "end": 751.96,
      "text": "在这里会根据我们的配置",
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      "compression_ratio": 1.3157894736842106
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    {
      "start": 751.96,
      "end": 753.32,
      "text": "来选择PiAgent",
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      "compression_ratio": 1.3157894736842106
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    {
      "start": 753.32,
      "end": 755.62,
      "text": "或者opencode codex cloudcode等",
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    {
      "start": 755.88,
      "end": 759.46,
      "text": "像刚才我们在对话中使用的就是py agent",
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    {
      "start": 759.98,
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      "text": "在这一步就会由py agent或者其他agent来进行处理",
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    {
      "start": 764.08,
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      "text": "比如说是否需要调用工具",
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    {
      "start": 766.12,
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      "text": "如果需要调用工具",
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    {
      "start": 767.4,
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      "text": "那么他的命令策略是怎样的",
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    {
      "start": 769.44,
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      "text": "如果要执行的话",
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    {
      "start": 770.48,
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      "text": "会在沙箱中进行执行",
      "chunk": 1,
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    {
      "start": 772.78,
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      "text": "当执行完成之后",
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    {
      "start": 773.8,
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      "text": "就会有工具的返回结果",
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    {
      "start": 775.84,
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      "text": "然后工具的执行结果",
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    {
      "start": 777.38,
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      "text": "就会再返回给py agent",
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    {
      "start": 779.68,
      "end": 781.48,
      "text": "然后再进入下一轮判断",
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    {
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      "text": "是否还需要调用工具",
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    {
      "start": 782.76,
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      "text": "如果不需要调用工具就会直接回复给用户",
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      "no_speech_prob": 3.503840620422416e-11,
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    {
      "start": 786.0,
      "end": 789.92,
      "text": "也就是将响应返回到Web UI界面或者slack",
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      "avg_logprob": -0.13217481360378036,
      "no_speech_prob": 3.503840620422416e-11,
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    {
      "start": 789.92,
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      "text": "将结果返回给用户之后",
      "chunk": 1,
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      "no_speech_prob": 3.503840620422416e-11,
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    {
      "start": 792.18,
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      "text": "它会对整个步骤还有这些响应的内容",
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    {
      "start": 795.16,
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      "text": "进行持久化还有审计",
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      "text": "它就能像Hermes Agent一样",
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      "text": "从而让QM Agent越用越聪明",
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      "text": "可以使用codex或者cloudcode",
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    {
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    {
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      "text": "然后自动化帮我们进行部署",
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      "text": "我这里还写了一份详细的丛林进行配置的笔记",
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      "text": "本期视频如果点赞迫欠的话",
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      "text": "后续视频我会为大家讲解QM它的更高级的用法",
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      "text": "欢迎大家点赞关注或转发",
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      "text": "谢谢大家观看",
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