chore: release v4.2.0

chore(deps): bump form-data from 4.0.2 to 4.0.4 in /web

.github/pull_request_template.md

@@ -9,7 +9,7 @@
 
 *请在方括号间写`x`以打勾 / Please tick the box with `x`*
 
-- [ ] 阅读仓库[贡献指引](https://github.com/RockChinQ/LangBot/blob/master/CONTRIBUTING.md)了吗？ / Have you read the [contribution guide](https://github.com/RockChinQ/LangBot/blob/master/CONTRIBUTING.md)?
+- [ ] 阅读仓库[贡献指引](https://github.com/langbot-app/LangBot/blob/master/CONTRIBUTING.md)了吗？ / Have you read the [contribution guide](https://github.com/langbot-app/LangBot/blob/master/CONTRIBUTING.md)?
 - [ ] 与项目所有者沟通过了吗？ / Have you communicated with the project maintainer?
 - [ ] 我确定已自行测试所作的更改，确保功能符合预期。 / I have tested the changes and ensured they work as expected.
 

.gitignore

@@ -42,4 +42,5 @@ botpy.log*
 test.py
 /web_ui
 .venv/
-uv.lock
+uv.lock
+/test

README.md

@@ -1,50 +1,40 @@
 
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_zh.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+<a href="https://hellogithub.com/repository/langbot-app/LangBot" target="_blank"><img src="https://abroad.hellogithub.com/v1/widgets/recommend.svg?rid=5ce8ae2aa4f74316bf393b57b952433c&claim_uid=gtmc6YWjMZkT21R" alt="Featured｜HelloGitHub" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+
+[English](README_EN.md) / 简体中文 / [繁體中文](README_TW.md) / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
+[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
 
 <a href="https://langbot.app">项目主页</a> ｜
 <a href="https://docs.langbot.app/zh/insight/guide.html">部署文档</a> ｜
 <a href="https://docs.langbot.app/zh/plugin/plugin-intro.html">插件介绍</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交插件</a>
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交插件</a>
 
-<div align="center">
-😎高稳定、🧩支持扩展、🦄多模态 - 大模型原生即时通信机器人平台🤖  
-</div>
-
-<br/>
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
-
-简体中文 / [English](README_EN.md) / [日本語](README_JP.md) / (PR for your language)
 
 </div>
 
 </p>
 
-## ✨ 特性
-
-- 💬 大模型对话、Agent：支持多种大模型，适配群聊和私聊；具有多轮对话、工具调用、多模态能力，并深度适配 [Dify](https://dify.ai)。目前支持 QQ、QQ频道、企业微信、个人微信、飞书、Discord、Telegram 等平台。
-- 🛠️ 高稳定性、功能完备：原生支持访问控制、限速、敏感词过滤等机制；配置简单，支持多种部署方式。支持多流水线配置，不同机器人用于不同应用场景。
-- 🧩 插件扩展、活跃社区：支持事件驱动、组件扩展等插件机制；适配 Anthropic [MCP 协议](https://modelcontextprotocol.io/)；目前已有数百个插件。
-- 😻 Web 管理面板：支持通过浏览器管理 LangBot 实例，不再需要手动编写配置文件。
+LangBot 是一个开源的大语言模型原生即时通信机器人开发平台，旨在提供开箱即用的 IM 机器人开发体验，具有 Agent、RAG、MCP 等多种 LLM 应用功能，适配全球主流即时通信平台，并提供丰富的 API 接口，支持自定义开发。
 
 ## 📦 开始使用
 
 #### Docker Compose 部署
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -71,23 +61,25 @@ docker compose up -d
 
 直接使用发行版运行，查看文档[手动部署](https://docs.langbot.app/zh/deploy/langbot/manual.html)。
 
-## 📸 效果展示
+## 😎 保持更新
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="450px"/>
+点击仓库右上角 Star 和 Watch 按钮，获取最新动态。
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="450px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="450px"/>
+## ✨ 特性
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="450px"/>
+- 💬 大模型对话、Agent：支持多种大模型，适配群聊和私聊；具有多轮对话、工具调用、多模态能力，自带 RAG（知识库）实现，并深度适配 [Dify](https://dify.ai)。
+- 🤖 多平台支持：目前支持 QQ、QQ频道、企业微信、个人微信、飞书、Discord、Telegram 等平台。
+- 🛠️ 高稳定性、功能完备：原生支持访问控制、限速、敏感词过滤等机制；配置简单，支持多种部署方式。支持多流水线配置，不同机器人用于不同应用场景。
+- 🧩 插件扩展、活跃社区：支持事件驱动、组件扩展等插件机制；适配 Anthropic [MCP 协议](https://modelcontextprotocol.io/)；目前已有数百个插件。
+- 😻 Web 管理面板：支持通过浏览器管理 LangBot 实例，不再需要手动编写配置文件。
 
-<img alt="回复效果（带有联网插件）" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+详细规格特性请访问[文档](https://docs.langbot.app/zh/insight/features.html)。
 
-- WebUI Demo: https://demo.langbot.dev/
-    - 登录信息：邮箱：`demo@langbot.app` 密码：`langbot123456`
-    - 注意：仅展示webui效果，公开环境，请不要在其中填入您的任何敏感信息。
-
-## 🔌 组件兼容性
+或访问 demo 环境：https://demo.langbot.dev/  
+  - 登录信息：邮箱：`demo@langbot.app` 密码：`langbot123456`
+  - 注意：仅展示 WebUI 效果，公开环境，请不要在其中填入您的任何敏感信息。
 
 ### 消息平台
 
@@ -104,10 +96,6 @@ docker compose up -d
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: 正在开发中
 
 ### 大模型能力
 
@@ -119,8 +107,9 @@ docker compose up -d
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [智谱AI](https://open.bigmodel.cn/) | ✅ |  |
+| [优云智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型和 GPU 资源平台 |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型和 GPU 资源平台 |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Dify](https://dify.ai) | ✅ | LLMOps 平台 |
 | [Ollama](https://ollama.com/) | ✅ | 本地大模型运行平台 |
@@ -148,14 +137,8 @@ docker compose up -d
 
 ## 😘 社区贡献
 
-感谢以下[代码贡献者](https://github.com/RockChinQ/LangBot/graphs/contributors)和社区里其他成员对 LangBot 的贡献：
+感谢以下[代码贡献者](https://github.com/langbot-app/LangBot/graphs/contributors)和社区里其他成员对 LangBot 的贡献：
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 保持更新
-
-点击仓库右上角 Star 和 Watch 按钮，获取最新动态。
-
-![star gif](https://docs.langbot.app/star.gif)

README_EN.md

@@ -1,48 +1,34 @@
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_en.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+English / [简体中文](README.md) / [繁體中文](README_TW.md) / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
 
 <a href="https://langbot.app">Home</a> ｜
 <a href="https://docs.langbot.app/en/insight/guide.html">Deployment</a> ｜
 <a href="https://docs.langbot.app/en/plugin/plugin-intro.html">Plugin</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">Submit Plugin</a>
-
-<div align="center">
-😎High Stability, 🧩Extension Supported, 🦄Multi-modal - LLM Native Instant Messaging Bot Platform🤖  
-</div>
-
-<br/>
-
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-
-[简体中文](README.md) / English / [日本語](README_JP.md) / (PR for your language)
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">Submit Plugin</a>
 
 </div>
 
 </p>
 
-## ✨ Features
-
-- 💬 Chat with LLM / Agent: Supports multiple LLMs, adapt to group chats and private chats; Supports multi-round conversations, tool calls, and multi-modal capabilities. Deeply integrates with [Dify](https://dify.ai). Currently supports QQ, QQ Channel, WeCom, personal WeChat, Lark, DingTalk, Discord, Telegram, etc.
-- 🛠️ High Stability, Feature-rich: Native access control, rate limiting, sensitive word filtering, etc. mechanisms; Easy to use, supports multiple deployment methods. Supports multiple pipeline configurations, different bots can be used for different scenarios.
-- 🧩 Plugin Extension, Active Community: Support event-driven, component extension, etc. plugin mechanisms; Integrate Anthropic [MCP protocol](https://modelcontextprotocol.io/); Currently has hundreds of plugins.
-- 😻 [New] Web UI: Support management LangBot instance through the browser. No need to manually write configuration files.
+LangBot is an open-source LLM native instant messaging robot development platform, aiming to provide out-of-the-box IM robot development experience, with Agent, RAG, MCP and other LLM application functions, adapting to global instant messaging platforms, and providing rich API interfaces, supporting custom development.
 
 ## 📦 Getting Started
 
 #### Docker Compose Deployment
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -69,23 +55,25 @@ Community contributed Zeabur template.
 
 Directly use the released version to run, see the [Manual Deployment](https://docs.langbot.app/en/deploy/langbot/manual.html) documentation.
 
-## 📸 Demo
+## 😎 Stay Ahead
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="400px"/>
+Click the Star and Watch button in the upper right corner of the repository to get the latest updates.
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="400px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="400px"/>
+## ✨ Features
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="400px"/>
+- 💬 Chat with LLM / Agent: Supports multiple LLMs, adapt to group chats and private chats; Supports multi-round conversations, tool calls, and multi-modal capabilities. Built-in RAG (knowledge base) implementation, and deeply integrates with [Dify](https://dify.ai).
+- 🤖 Multi-platform Support: Currently supports QQ, QQ Channel, WeCom, personal WeChat, Lark, DingTalk, Discord, Telegram, etc.
+- 🛠️ High Stability, Feature-rich: Native access control, rate limiting, sensitive word filtering, etc. mechanisms; Easy to use, supports multiple deployment methods. Supports multiple pipeline configurations, different bots can be used for different scenarios.
+- 🧩 Plugin Extension, Active Community: Support event-driven, component extension, etc. plugin mechanisms; Integrate Anthropic [MCP protocol](https://modelcontextprotocol.io/); Currently has hundreds of plugins.
+- 😻 Web UI: Support management LangBot instance through the browser. No need to manually write configuration files.
 
-<img alt="Reply Effect (with Internet Plugin)" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+For more detailed specifications, please refer to the [documentation](https://docs.langbot.app/en/insight/features.html).
 
-- WebUI Demo: https://demo.langbot.dev/
-    - Login information: Email: `demo@langbot.app` Password: `langbot123456`
-    - Note: Only the WebUI effect is shown, please do not fill in any sensitive information in the public environment.
-
-## 🔌 Component Compatibility
+Or visit the demo environment: https://demo.langbot.dev/
+  - Login information: Email: `demo@langbot.app` Password: `langbot123456`
+  - Note: For WebUI demo only, please do not fill in any sensitive information in the public environment.
 
 ### Message Platform
 
@@ -101,10 +89,6 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: In development
 
 ### LLMs
 
@@ -116,9 +100,10 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [Zhipu AI](https://open.bigmodel.cn/) | ✅ |  |
+| [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | LLM and GPU resource platform |
 | [Dify](https://dify.ai) | ✅ | LLMOps platform |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | LLM and GPU resource platform |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | LLM gateway(MaaS) |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | LLM gateway(MaaS) |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Ollama](https://ollama.com/) | ✅ | Local LLM running platform |
 | [LMStudio](https://lmstudio.ai/) | ✅ | Local LLM running platform |
@@ -131,14 +116,8 @@ Directly use the released version to run, see the [Manual Deployment](https://do
 
 ## 🤝 Community Contribution
 
-Thank you for the following [code contributors](https://github.com/RockChinQ/LangBot/graphs/contributors) and other members in the community for their contributions to LangBot:
+Thank you for the following [code contributors](https://github.com/langbot-app/LangBot/graphs/contributors) and other members in the community for their contributions to LangBot:
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 Stay Ahead
-
-Click the Star and Watch button in the upper right corner of the repository to get the latest updates.
-
-![star gif](https://docs.langbot.app/star.gif)

README_JP.md

@@ -1,47 +1,34 @@
 <p align="center">
 <a href="https://langbot.app">
-<img src="https://docs.langbot.app/social.png" alt="LangBot"/>
+<img src="https://docs.langbot.app/social_en.png" alt="LangBot"/>
 </a>
 
 <div align="center">
 
-<a href="https://trendshift.io/repositories/12901" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12901" alt="RockChinQ%2FLangBot | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
+[English](README_EN.md) / [简体中文](README.md) / [繁體中文](README_TW.md) / 日本語 / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
 
 <a href="https://langbot.app">ホーム</a> ｜
 <a href="https://docs.langbot.app/en/insight/guide.html">デプロイ</a> ｜
 <a href="https://docs.langbot.app/en/plugin/plugin-intro.html">プラグイン</a> ｜
-<a href="https://github.com/RockChinQ/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">プラグインの提出</a>
-
-<div align="center">
-😎高い安定性、🧩拡張サポート、🦄マルチモーダル - LLMネイティブインスタントメッセージングボットプラットフォーム🤖  
-</div>
-
-<br/>
-
-[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
-[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/RockChinQ/LangBot)
-[![GitHub release (latest by date)](https://img.shields.io/github/v/release/RockChinQ/LangBot)](https://github.com/RockChinQ/LangBot/releases/latest)
-<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
-
-[简体中文](README_CN.md) / [English](README.md) / [日本語](README_JP.md) / (PR for your language)
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">プラグインの提出</a>
 
 </div>
 
 </p>
 
-## ✨ 機能
-
-- 💬 LLM / エージェントとのチャット: 複数のLLMをサポートし、グループチャットとプライベートチャットに対応。マルチラウンドの会話、ツールの呼び出し、マルチモーダル機能をサポート。 [Dify](https://dify.ai) と深く統合。現在、QQ、QQ チャンネル、WeChat、個人 WeChat、Lark、DingTalk、Discord、Telegram など、複数のプラットフォームをサポートしています。
-- 🛠️ 高い安定性、豊富な機能: ネイティブのアクセス制御、レート制限、敏感な単語のフィルタリングなどのメカニズムをサポート。使いやすく、複数のデプロイ方法をサポート。複数のパイプライン設定をサポートし、異なるボットを異なる用途に使用できます。
-- 🧩 プラグイン拡張、活発なコミュニティ: イベント駆動、コンポーネント拡張などのプラグインメカニズムをサポート。適配 Anthropic [MCP プロトコル](https://modelcontextprotocol.io/)；豊富なエコシステム、現在数百のプラグインが存在。
-- 😻 Web UI: ブラウザを通じてLangBotインスタンスを管理することをサポート。
+LangBot は、エージェント、RAG、MCP などの LLM アプリケーション機能を備えた、オープンソースの LLM ネイティブのインスタントメッセージングロボット開発プラットフォームです。世界中のインスタントメッセージングプラットフォームに適応し、豊富な API インターフェースを提供し、カスタム開発をサポートします。
 
 ## 📦 始め方
 
 #### Docker Compose デプロイ
 
 ```bash
-git clone https://github.com/RockChinQ/LangBot
+git clone https://github.com/langbot-app/LangBot
 cd LangBot
 docker compose up -d
 ```
@@ -50,7 +37,7 @@ http://localhost:5300 にアクセスして使用を開始します。
 
 詳細なドキュメントは[Dockerデプロイ](https://docs.langbot.app/en/deploy/langbot/docker.html)を参照してください。
 
-#### BTPanelでのワンクリックデプロイ
+#### Panelでのワンクリックデプロイ
 
 LangBotはBTPanelにリストされています。BTPanelをインストールしている場合は、[ドキュメント](https://docs.langbot.app/en/deploy/langbot/one-click/bt.html)を使用して使用できます。
 
@@ -68,23 +55,25 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 
 リリースバージョンを直接使用して実行します。[手動デプロイ](https://docs.langbot.app/en/deploy/langbot/manual.html)のドキュメントを参照してください。
 
-## 📸 デモ
+## 😎 最新情報を入手
 
-<img alt="bots" src="https://docs.langbot.app/webui/bot-page.png" width="400px"/>
+リポジトリの右上にある Star と Watch ボタンをクリックして、最新の更新を取得してください。
 
-<img alt="bots" src="https://docs.langbot.app/webui/create-model.png" width="400px"/>
+![star gif](https://docs.langbot.app/star.gif)
 
-<img alt="bots" src="https://docs.langbot.app/webui/edit-pipeline.png" width="400px"/>
+## ✨ 機能
 
-<img alt="bots" src="https://docs.langbot.app/webui/plugin-market.png" width="400px"/>
+- 💬 LLM / エージェントとのチャット: 複数のLLMをサポートし、グループチャットとプライベートチャットに対応。マルチラウンドの会話、ツールの呼び出し、マルチモーダル機能をサポート、RAG（知識ベース）を組み込み、[Dify](https://dify.ai) と深く統合。
+- 🤖 多プラットフォーム対応: 現在、QQ、QQ チャンネル、WeChat、個人 WeChat、Lark、DingTalk、Discord、Telegram など、複数のプラットフォームをサポートしています。
+- 🛠️ 高い安定性、豊富な機能: ネイティブのアクセス制御、レート制限、敏感な単語のフィルタリングなどのメカニズムをサポート。使いやすく、複数のデプロイ方法をサポート。複数のパイプライン設定をサポートし、異なるボットを異なる用途に使用できます。
+- 🧩 プラグイン拡張、活発なコミュニティ: イベント駆動、コンポーネント拡張などのプラグインメカニズムをサポート。適配 Anthropic [MCP プロトコル](https://modelcontextprotocol.io/)；豊富なエコシステム、現在数百のプラグインが存在。
+- 😻 Web UI: ブラウザを通じてLangBotインスタンスを管理することをサポート。
 
-<img alt="返信効果（インターネットプラグイン付き）" src="https://docs.langbot.app/QChatGPT-0516.png" width="500px"/>
+詳細な仕様については、[ドキュメント](https://docs.langbot.app/en/insight/features.html)を参照してください。
 
-- WebUIデモ: https://demo.langbot.dev/
-    - ログイン情報: メール: `demo@langbot.app` パスワード: `langbot123456`
-    - 注意: WebUIの効果のみを示しています。公開環境では、機密情報を入力しないでください。
-
-## 🔌 コンポーネントの互換性
+または、デモ環境にアクセスしてください: https://demo.langbot.dev/
+  - ログイン情報: メール: `demo@langbot.app` パスワード: `langbot123456`
+  - 注意: WebUI のデモンストレーションのみの場合、公開環境では機密情報を入力しないでください。
 
 ### メッセージプラットフォーム
 
@@ -100,10 +89,6 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: 開発中
 
 ### LLMs
 
@@ -115,8 +100,9 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 | [Anthropic](https://www.anthropic.com/) | ✅ |  |
 | [xAI](https://x.ai/) | ✅ |  |
 | [Zhipu AI](https://open.bigmodel.cn/) | ✅ |  |
+| [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型とGPUリソースプラットフォーム |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型とGPUリソースプラットフォーム |
-| [302 AI](https://share.302.ai/SuTG99) | ✅ | LLMゲートウェイ(MaaS) |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | LLMゲートウェイ(MaaS) |
 | [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
 | [Dify](https://dify.ai) | ✅ | LLMOpsプラットフォーム |
 | [Ollama](https://ollama.com/) | ✅ | ローカルLLM実行プラットフォーム |
@@ -130,14 +116,8 @@ LangBotはBTPanelにリストされています。BTPanelをインストール
 
 ## 🤝 コミュニティ貢献
 
-LangBot への貢献に対して、以下の [コード貢献者](https://github.com/RockChinQ/LangBot/graphs/contributors) とコミュニティの他のメンバーに感謝します。
+LangBot への貢献に対して、以下の [コード貢献者](https://github.com/langbot-app/LangBot/graphs/contributors) とコミュニティの他のメンバーに感謝します。
 
-<a href="https://github.com/RockChinQ/LangBot/graphs/contributors">
-  <img src="https://contrib.rocks/image?repo=RockChinQ/LangBot" />
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
 </a>
-
-## 😎 最新情報を入手
-
-リポジトリの右上にある Star と Watch ボタンをクリックして、最新の更新を取得してください。
-
-![star gif](https://docs.langbot.app/star.gif)

README_TW.md

@@ -0,0 +1,139 @@
+<p align="center">
+<a href="https://langbot.app">
+<img src="https://docs.langbot.app/social_zh.png" alt="LangBot"/>
+</a>
+
+<div align="center"><a href="https://hellogithub.com/repository/langbot-app/LangBot" target="_blank"><img src="https://abroad.hellogithub.com/v1/widgets/recommend.svg?rid=5ce8ae2aa4f74316bf393b57b952433c&claim_uid=gtmc6YWjMZkT21R" alt="Featured｜HelloGitHub" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+
+[English](README_EN.md) / [简体中文](README.md) / 繁體中文 / [日本語](README_JP.md) / (PR for your language)
+
+[![Discord](https://img.shields.io/discord/1335141740050649118?logo=discord&labelColor=%20%235462eb&logoColor=%20%23f5f5f5&color=%20%235462eb)](https://discord.gg/wdNEHETs87)
+[![QQ Group](https://img.shields.io/badge/%E7%A4%BE%E5%8C%BAQQ%E7%BE%A4-966235608-blue)](https://qm.qq.com/q/JLi38whHum)
+[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/langbot-app/LangBot)
+[![GitHub release (latest by date)](https://img.shields.io/github/v/release/langbot-app/LangBot)](https://github.com/langbot-app/LangBot/releases/latest)
+<img src="https://img.shields.io/badge/python-3.10 ~ 3.13 -blue.svg" alt="python">
+[![star](https://gitcode.com/RockChinQ/LangBot/star/badge.svg)](https://gitcode.com/RockChinQ/LangBot)
+
+<a href="https://langbot.app">主頁</a> ｜
+<a href="https://docs.langbot.app/zh/insight/guide.html">部署文件</a> ｜
+<a href="https://docs.langbot.app/zh/plugin/plugin-intro.html">外掛介紹</a> ｜
+<a href="https://github.com/langbot-app/LangBot/issues/new?assignees=&labels=%E7%8B%AC%E7%AB%8B%E6%8F%92%E4%BB%B6&projects=&template=submit-plugin.yml&title=%5BPlugin%5D%3A+%E8%AF%B7%E6%B1%82%E7%99%BB%E8%AE%B0%E6%96%B0%E6%8F%92%E4%BB%B6">提交外掛</a>
+
+</div>
+
+</p>
+
+LangBot 是一個開源的大語言模型原生即時通訊機器人開發平台，旨在提供開箱即用的 IM 機器人開發體驗，具有 Agent、RAG、MCP 等多種 LLM 應用功能，適配全球主流即時通訊平台，並提供豐富的 API 介面，支援自定義開發。
+
+## 📦 開始使用
+
+#### Docker Compose 部署
+
+```bash
+git clone https://github.com/langbot-app/LangBot
+cd LangBot
+docker compose up -d
+```
+
+訪問 http://localhost:5300 即可開始使用。
+
+詳細文件[Docker 部署](https://docs.langbot.app/zh/deploy/langbot/docker.html)。
+
+#### 寶塔面板部署
+
+已上架寶塔面板，若您已安裝寶塔面板，可以根據[文件](https://docs.langbot.app/zh/deploy/langbot/one-click/bt.html)使用。
+
+#### Zeabur 雲端部署
+
+社群貢獻的 Zeabur 模板。
+
+[![Deploy on Zeabur](https://zeabur.com/button.svg)](https://zeabur.com/zh-CN/templates/ZKTBDH)
+
+#### Railway 雲端部署
+
+[![Deploy on Railway](https://railway.com/button.svg)](https://railway.app/template/yRrAyL?referralCode=vogKPF)
+
+#### 手動部署
+
+直接使用發行版運行，查看文件[手動部署](https://docs.langbot.app/zh/deploy/langbot/manual.html)。
+
+## 😎 保持更新
+
+點擊倉庫右上角 Star 和 Watch 按鈕，獲取最新動態。
+
+![star gif](https://docs.langbot.app/star.gif)
+
+## ✨ 特性
+
+- 💬 大模型對話、Agent：支援多種大模型，適配群聊和私聊；具有多輪對話、工具調用、多模態能力，自帶 RAG（知識庫）實現，並深度適配 [Dify](https://dify.ai)。
+- 🤖 多平台支援：目前支援 QQ、QQ頻道、企業微信、個人微信、飛書、Discord、Telegram 等平台。
+- 🛠️ 高穩定性、功能完備：原生支援訪問控制、限速、敏感詞過濾等機制；配置簡單，支援多種部署方式。支援多流水線配置，不同機器人用於不同應用場景。
+- 🧩 外掛擴展、活躍社群：支援事件驅動、組件擴展等外掛機制；適配 Anthropic [MCP 協議](https://modelcontextprotocol.io/)；目前已有數百個外掛。
+- 😻 Web 管理面板：支援通過瀏覽器管理 LangBot 實例，不再需要手動編寫配置文件。
+
+詳細規格特性請訪問[文件](https://docs.langbot.app/zh/insight/features.html)。
+
+或訪問 demo 環境：https://demo.langbot.dev/  
+  - 登入資訊：郵箱：`demo@langbot.app` 密碼：`langbot123456`
+  - 注意：僅展示 WebUI 效果，公開環境，請不要在其中填入您的任何敏感資訊。
+
+### 訊息平台
+
+| 平台 | 狀態 | 備註 |
+| --- | --- | --- |
+| QQ 個人號 | ✅ | QQ 個人號私聊、群聊 |
+| QQ 官方機器人 | ✅ | QQ 官方機器人，支援頻道、私聊、群聊 |
+| 微信 | ✅ |  |
+| 企微對外客服 | ✅ |  |
+| 微信公眾號 | ✅ |  |
+| Lark | ✅ |  |
+| DingTalk | ✅ |  |
+| Discord | ✅ |  |
+| Telegram | ✅ |  |
+| Slack | ✅ |  |
+
+### 大模型能力
+
+| 模型 | 狀態 | 備註 |
+| --- | --- | --- |
+| [OpenAI](https://platform.openai.com/) | ✅ | 可接入任何 OpenAI 介面格式模型 |
+| [DeepSeek](https://www.deepseek.com/) | ✅ |  |
+| [Moonshot](https://www.moonshot.cn/) | ✅ |  |
+| [Anthropic](https://www.anthropic.com/) | ✅ |  |
+| [xAI](https://x.ai/) | ✅ |  |
+| [智譜AI](https://open.bigmodel.cn/) | ✅ |  |
+| [優雲智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | ✅ | 大模型和 GPU 資源平台 |
+| [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | ✅ | 大模型和 GPU 資源平台 |
+| [302.AI](https://share.302.ai/SuTG99) | ✅ | 大模型聚合平台 |
+| [Google Gemini](https://aistudio.google.com/prompts/new_chat) | ✅ | |
+| [Dify](https://dify.ai) | ✅ | LLMOps 平台 |
+| [Ollama](https://ollama.com/) | ✅ | 本地大模型運行平台 |
+| [LMStudio](https://lmstudio.ai/) | ✅ | 本地大模型運行平台 |
+| [GiteeAI](https://ai.gitee.com/) | ✅ | 大模型介面聚合平台 |
+| [SiliconFlow](https://siliconflow.cn/) | ✅ | 大模型聚合平台 |
+| [阿里雲百煉](https://bailian.console.aliyun.com/) | ✅ | 大模型聚合平台, LLMOps 平台 |
+| [火山方舟](https://console.volcengine.com/ark/region:ark+cn-beijing/model?vendor=Bytedance&view=LIST_VIEW) | ✅ | 大模型聚合平台, LLMOps 平台 |
+| [ModelScope](https://modelscope.cn/docs/model-service/API-Inference/intro) | ✅ | 大模型聚合平台 |
+| [MCP](https://modelcontextprotocol.io/) | ✅ | 支援通過 MCP 協議獲取工具 |
+
+### TTS
+
+| 平台/模型 | 備註 |
+| --- | --- |
+| [FishAudio](https://fish.audio/zh-CN/discovery/) | [外掛](https://github.com/the-lazy-me/NewChatVoice) |
+| [海豚 AI](https://www.ttson.cn/?source=thelazy) | [外掛](https://github.com/the-lazy-me/NewChatVoice) |
+| [AzureTTS](https://portal.azure.com/) | [外掛](https://github.com/Ingnaryk/LangBot_AzureTTS) |
+
+### 文生圖
+
+| 平台/模型 | 備註 |
+| --- | --- |
+| 阿里雲百煉 | [外掛](https://github.com/Thetail001/LangBot_BailianTextToImagePlugin)
+
+## 😘 社群貢獻
+
+感謝以下[程式碼貢獻者](https://github.com/langbot-app/LangBot/graphs/contributors)和社群裡其他成員對 LangBot 的貢獻：
+
+<a href="https://github.com/langbot-app/LangBot/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=langbot-app/LangBot" />
+</a> 

components.yaml

@@ -9,6 +9,7 @@ spec:
   components:
     ComponentTemplate:
       fromFiles:
+        - pkg/platform/adapter.yaml
         - pkg/provider/modelmgr/requester.yaml
     MessagePlatformAdapter:
       fromDirs:

libs/dingtalk_api/api.py

@@ -253,6 +253,43 @@ class DingTalkClient:
             await self.logger.error(f'failed to send proactive massage to group: {traceback.format_exc()}')
             raise Exception(f'failed to send proactive massage to group: {traceback.format_exc()}')
 
+    async def create_and_card(
+        self, temp_card_id: str, incoming_message: dingtalk_stream.ChatbotMessage, quote_origin: bool = False
+    ):
+        content_key = 'content'
+        card_data = {content_key: ''}
+
+        card_instance = dingtalk_stream.AICardReplier(self.client, incoming_message)
+        # print(card_instance)
+        # 先投放卡片: https://open.dingtalk.com/document/orgapp/create-and-deliver-cards
+        card_instance_id = await card_instance.async_create_and_deliver_card(
+            temp_card_id,
+            card_data,
+        )
+        return card_instance, card_instance_id
+
+    async def send_card_message(self, card_instance, card_instance_id: str, content: str, is_final: bool):
+        content_key = 'content'
+        try:
+            await card_instance.async_streaming(
+                card_instance_id,
+                content_key=content_key,
+                content_value=content,
+                append=False,
+                finished=is_final,
+                failed=False,
+            )
+        except Exception as e:
+            self.logger.exception(e)
+            await card_instance.async_streaming(
+                card_instance_id,
+                content_key=content_key,
+                content_value='',
+                append=False,
+                finished=is_final,
+                failed=True,
+            )
+
     async def start(self):
         """启动 WebSocket 连接，监听消息"""
         await self.client.start()

libs/qq_official_api/api.py

@@ -3,7 +3,7 @@ from quart import request
 import httpx
 from quart import Quart
 from typing import Callable, Dict, Any
-import langbot_plugin.api.entities.builtin.platform.events as platform_events
+from pkg.platform.types import events as platform_events
 from .qqofficialevent import QQOfficialEvent
 import json
 import traceback

libs/slack_api/api.py

@@ -4,7 +4,7 @@ from quart import Quart, jsonify, request
 from slack_sdk.web.async_client import AsyncWebClient
 from .slackevent import SlackEvent
 from typing import Callable
-import langbot_plugin.api.entities.builtin.platform.events as platform_events
+from pkg.platform.types import events as platform_events
 
 
 class SlackClient:

libs/wechatpad_api/__init__.py

@@ -1,4 +1 @@
-from .client import WeChatPadClient
-
-
-__all__ = ['WeChatPadClient']
+from .client import WeChatPadClient as WeChatPadClient

libs/wecom_api/api.py

@@ -8,7 +8,7 @@ from quart import Quart
 import xml.etree.ElementTree as ET
 from typing import Callable, Dict, Any
 from .wecomevent import WecomEvent
-import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from pkg.platform.types import message as platform_message
 import aiofiles
 
 

libs/wecom_customer_service_api/api.py

@@ -8,7 +8,7 @@ from quart import Quart
 import xml.etree.ElementTree as ET
 from typing import Callable
 from .wecomcsevent import WecomCSEvent
-import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from pkg.platform.types import message as platform_message
 import aiofiles
 
 

main.py

@@ -11,7 +11,7 @@ asciiart = r"""
 |____\__,_|_||_\__, |___/\___/\__|
                |___/              
 
-⭐️ Open Source 开源地址: https://github.com/RockChinQ/LangBot
+⭐️ Open Source 开源地址: https://github.com/langbot-app/LangBot
 📖 Documentation 文档地址: https://docs.langbot.app
 """
 
@@ -47,13 +47,13 @@ async def main_entry(loop: asyncio.AbstractEventLoop):
     if not args.skip_plugin_deps_check:
         await deps.precheck_plugin_deps()
 
-    # # 检查pydantic版本，如果没有 pydantic.v1，则把 pydantic 映射为 v1
-    # import pydantic.version
+    # 检查pydantic版本，如果没有 pydantic.v1，则把 pydantic 映射为 v1
+    import pydantic.version
 
-    # if pydantic.version.VERSION < '2.0':
-    #     import pydantic
+    if pydantic.version.VERSION < '2.0':
+        import pydantic
 
-    #     sys.modules['pydantic.v1'] = pydantic
+        sys.modules['pydantic.v1'] = pydantic
 
     # 检查配置文件
 

pkg/api/http/controller/group.py

@@ -11,10 +11,10 @@ from ....core import app
 
 
 preregistered_groups: list[type[RouterGroup]] = []
-"""RouterGroup 的预注册列表"""
+"""Pre-registered list of RouterGroup"""
 
 
-def group_class(name: str, path: str) -> None:
+def group_class(name: str, path: str) -> typing.Callable[[typing.Type[RouterGroup]], typing.Type[RouterGroup]]:
     """注册一个 RouterGroup"""
 
     def decorator(cls: typing.Type[RouterGroup]) -> typing.Type[RouterGroup]:
@@ -27,7 +27,7 @@ def group_class(name: str, path: str) -> None:
 
 
 class AuthType(enum.Enum):
-    """认证类型"""
+    """Authentication type"""
 
     NONE = 'none'
     USER_TOKEN = 'user-token'
@@ -56,7 +56,7 @@ class RouterGroup(abc.ABC):
         auth_type: AuthType = AuthType.USER_TOKEN,
         **options: typing.Any,
     ) -> typing.Callable[[RouteCallable], RouteCallable]:  # decorator
-        """注册一个路由"""
+        """Register a route"""
 
         def decorator(f: RouteCallable) -> RouteCallable:
             nonlocal rule
@@ -64,11 +64,11 @@ class RouterGroup(abc.ABC):
 
             async def handler_error(*args, **kwargs):
                 if auth_type == AuthType.USER_TOKEN:
-                    # 从Authorization头中获取token
+                    # get token from Authorization header
                     token = quart.request.headers.get('Authorization', '').replace('Bearer ', '')
 
                     if not token:
-                        return self.http_status(401, -1, '未提供有效的用户令牌')
+                        return self.http_status(401, -1, 'No valid user token provided')
 
                     try:
                         user_email = await self.ap.user_service.verify_jwt_token(token)
@@ -76,9 +76,9 @@ class RouterGroup(abc.ABC):
                         # check if this account exists
                         user = await self.ap.user_service.get_user_by_email(user_email)
                         if not user:
-                            return self.http_status(401, -1, '用户不存在')
+                            return self.http_status(401, -1, 'User not found')
 
-                        # 检查f是否接受user_email参数
+                        # check if f accepts user_email parameter
                         if 'user_email' in f.__code__.co_varnames:
                             kwargs['user_email'] = user_email
                     except Exception as e:
@@ -86,10 +86,11 @@ class RouterGroup(abc.ABC):
 
                 try:
                     return await f(*args, **kwargs)
-                except Exception:  # 自动 500
+
+                except Exception as e:  # 自动 500
                     traceback.print_exc()
                     # return self.http_status(500, -2, str(e))
-                    return self.http_status(500, -2, 'internal server error')
+                    return self.http_status(500, -2, str(e))
 
             new_f = handler_error
             new_f.__name__ = (self.name + rule).replace('/', '__')
@@ -101,7 +102,7 @@ class RouterGroup(abc.ABC):
         return decorator
 
     def success(self, data: typing.Any = None) -> quart.Response:
-        """返回一个 200 响应"""
+        """Return a 200 response"""
         return quart.jsonify(
             {
                 'code': 0,
@@ -111,7 +112,7 @@ class RouterGroup(abc.ABC):
         )
 
     def fail(self, code: int, msg: str) -> quart.Response:
-        """返回一个异常响应"""
+        """Return an error response"""
 
         return quart.jsonify(
             {
@@ -120,6 +121,6 @@ class RouterGroup(abc.ABC):
             }
         )
 
-    def http_status(self, status: int, code: int, msg: str) -> quart.Response:
+    def http_status(self, status: int, code: int, msg: str) -> typing.Tuple[quart.Response, int]:
         """返回一个指定状态码的响应"""
-        return self.fail(code, msg), status
+        return (self.fail(code, msg), status)

pkg/api/http/controller/groups/files.py

@@ -2,6 +2,10 @@ from __future__ import annotations
 
 import quart
 import mimetypes
+import uuid
+import asyncio
+
+import quart.datastructures
 
 from .. import group
 
@@ -20,3 +24,23 @@ class FilesRouterGroup(group.RouterGroup):
                 mime_type = 'image/jpeg'
 
             return quart.Response(image_bytes, mimetype=mime_type)
+
+        @self.route('/documents', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _() -> quart.Response:
+            request = quart.request
+            # get file bytes from 'file'
+            file = (await request.files)['file']
+            assert isinstance(file, quart.datastructures.FileStorage)
+
+            file_bytes = await asyncio.to_thread(file.stream.read)
+            extension = file.filename.split('.')[-1]
+            file_name = file.filename.split('.')[0]
+
+            file_key = file_name + '_' + str(uuid.uuid4())[:8] + '.' + extension
+            # save file to storage
+            await self.ap.storage_mgr.storage_provider.save(file_key, file_bytes)
+            return self.success(
+                data={
+                    'file_id': file_key,
+                }
+            )

pkg/api/http/controller/groups/knowledge/base.py

@@ -0,0 +1,90 @@
+import quart
+from ... import group
+
+
+@group.group_class('knowledge_base', '/api/v1/knowledge/bases')
+class KnowledgeBaseRouterGroup(group.RouterGroup):
+    async def initialize(self) -> None:
+        @self.route('', methods=['POST', 'GET'])
+        async def handle_knowledge_bases() -> quart.Response:
+            if quart.request.method == 'GET':
+                knowledge_bases = await self.ap.knowledge_service.get_knowledge_bases()
+                return self.success(data={'bases': knowledge_bases})
+
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+                knowledge_base_uuid = await self.ap.knowledge_service.create_knowledge_base(json_data)
+                return self.success(data={'uuid': knowledge_base_uuid})
+
+            return self.http_status(405, -1, 'Method not allowed')
+
+        @self.route(
+            '/<knowledge_base_uuid>',
+            methods=['GET', 'DELETE', 'PUT'],
+        )
+        async def handle_specific_knowledge_base(knowledge_base_uuid: str) -> quart.Response:
+            if quart.request.method == 'GET':
+                knowledge_base = await self.ap.knowledge_service.get_knowledge_base(knowledge_base_uuid)
+
+                if knowledge_base is None:
+                    return self.http_status(404, -1, 'knowledge base not found')
+
+                return self.success(
+                    data={
+                        'base': knowledge_base,
+                    }
+                )
+
+            elif quart.request.method == 'PUT':
+                json_data = await quart.request.json
+                await self.ap.knowledge_service.update_knowledge_base(knowledge_base_uuid, json_data)
+                return self.success({})
+
+            elif quart.request.method == 'DELETE':
+                await self.ap.knowledge_service.delete_knowledge_base(knowledge_base_uuid)
+                return self.success({})
+
+        @self.route(
+            '/<knowledge_base_uuid>/files',
+            methods=['GET', 'POST'],
+        )
+        async def get_knowledge_base_files(knowledge_base_uuid: str) -> str:
+            if quart.request.method == 'GET':
+                files = await self.ap.knowledge_service.get_files_by_knowledge_base(knowledge_base_uuid)
+                return self.success(
+                    data={
+                        'files': files,
+                    }
+                )
+
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+                file_id = json_data.get('file_id')
+                if not file_id:
+                    return self.http_status(400, -1, 'File ID is required')
+
+                # 调用服务层方法将文件与知识库关联
+                task_id = await self.ap.knowledge_service.store_file(knowledge_base_uuid, file_id)
+                return self.success(
+                    {
+                        'task_id': task_id,
+                    }
+                )
+
+        @self.route(
+            '/<knowledge_base_uuid>/files/<file_id>',
+            methods=['DELETE'],
+        )
+        async def delete_specific_file_in_kb(file_id: str, knowledge_base_uuid: str) -> str:
+            await self.ap.knowledge_service.delete_file(knowledge_base_uuid, file_id)
+            return self.success({})
+
+        @self.route(
+            '/<knowledge_base_uuid>/retrieve',
+            methods=['POST'],
+        )
+        async def retrieve_knowledge_base(knowledge_base_uuid: str) -> str:
+            json_data = await quart.request.json
+            query = json_data.get('query')
+            results = await self.ap.knowledge_service.retrieve_knowledge_base(knowledge_base_uuid, query)
+            return self.success(data={'results': results})

pkg/api/http/controller/groups/pipelines/pipelines.py

@@ -11,7 +11,11 @@ class PipelinesRouterGroup(group.RouterGroup):
         @self.route('', methods=['GET', 'POST'])
         async def _() -> str:
             if quart.request.method == 'GET':
-                return self.success(data={'pipelines': await self.ap.pipeline_service.get_pipelines()})
+                sort_by = quart.request.args.get('sort_by', 'created_at')
+                sort_order = quart.request.args.get('sort_order', 'DESC')
+                return self.success(
+                    data={'pipelines': await self.ap.pipeline_service.get_pipelines(sort_by, sort_order)}
+                )
             elif quart.request.method == 'POST':
                 json_data = await quart.request.json
 

pkg/api/http/controller/groups/pipelines/webchat.py

@@ -1,3 +1,5 @@
+import json
+
 import quart
 
 from ... import group
@@ -8,11 +10,19 @@ class WebChatDebugRouterGroup(group.RouterGroup):
     async def initialize(self) -> None:
         @self.route('/send', methods=['POST'])
         async def send_message(pipeline_uuid: str) -> str:
-            """发送调试消息到流水线"""
+            """Send a message to the pipeline for debugging"""
+
+            async def stream_generator(generator):
+                yield 'data: {"type": "start"}\n\n'
+                async for message in generator:
+                    yield f'data: {json.dumps({"message": message})}\n\n'
+                yield 'data: {"type": "end"}\n\n'
+
             try:
                 data = await quart.request.get_json()
                 session_type = data.get('session_type', 'person')
                 message_chain_obj = data.get('message', [])
+                is_stream = data.get('is_stream', False)
 
                 if not message_chain_obj:
                     return self.http_status(400, -1, 'message is required')
@@ -25,20 +35,40 @@ class WebChatDebugRouterGroup(group.RouterGroup):
                 if not webchat_adapter:
                     return self.http_status(404, -1, 'WebChat adapter not found')
 
-                result = await webchat_adapter.send_webchat_message(pipeline_uuid, session_type, message_chain_obj)
-
-                return self.success(
-                    data={
-                        'message': result,
+                if is_stream:
+                    generator = webchat_adapter.send_webchat_message(
+                        pipeline_uuid, session_type, message_chain_obj, is_stream
+                    )
+                    # 设置正确的响应头
+                    headers = {
+                        'Content-Type': 'text/event-stream',
+                        'Transfer-Encoding': 'chunked',
+                        'Cache-Control': 'no-cache',
+                        'Connection': 'keep-alive'
                     }
-                )
+                    return quart.Response(stream_generator(generator), mimetype='text/event-stream',headers=headers)
+
+                else:  # non-stream
+                    result = None
+                    async for message in webchat_adapter.send_webchat_message(
+                        pipeline_uuid, session_type, message_chain_obj
+                    ):
+                        result = message
+                    if result is not None:
+                        return self.success(
+                            data={
+                                'message': result,
+                            }
+                        )
+                    else:
+                        return self.http_status(400, -1, 'message is required')
 
             except Exception as e:
                 return self.http_status(500, -1, f'Internal server error: {str(e)}')
 
         @self.route('/messages/<session_type>', methods=['GET'])
         async def get_messages(pipeline_uuid: str, session_type: str) -> str:
-            """获取调试消息历史"""
+            """Get the message history of the pipeline for debugging"""
             try:
                 if session_type not in ['person', 'group']:
                     return self.http_status(400, -1, 'session_type must be person or group')
@@ -57,7 +87,7 @@ class WebChatDebugRouterGroup(group.RouterGroup):
 
         @self.route('/reset/<session_type>', methods=['POST'])
         async def reset_session(session_type: str) -> str:
-            """重置调试会话"""
+            """Reset the debug session"""
             try:
                 if session_type not in ['person', 'group']:
                     return self.http_status(400, -1, 'session_type must be person or group')

pkg/api/http/controller/groups/plugins.py

@@ -1,11 +1,10 @@
 from __future__ import annotations
 
-import base64
+
 import quart
 
 from .....core import taskmgr
 from .. import group
-from langbot_plugin.runtime.plugin.mgr import PluginInstallSource
 
 
 @group.group_class('plugins', '/api/v1/plugins')
@@ -13,22 +12,35 @@ class PluginsRouterGroup(group.RouterGroup):
     async def initialize(self) -> None:
         @self.route('', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
         async def _() -> str:
-            plugins = await self.ap.plugin_connector.list_plugins()
+            plugins = self.ap.plugin_mgr.plugins()
 
-            return self.success(data={'plugins': plugins})
+            plugins_data = [plugin.model_dump() for plugin in plugins]
+
+            return self.success(data={'plugins': plugins_data})
 
         @self.route(
-            '/<author>/<plugin_name>/upgrade',
+            '/<author>/<plugin_name>/toggle',
+            methods=['PUT'],
+            auth_type=group.AuthType.USER_TOKEN,
+        )
+        async def _(author: str, plugin_name: str) -> str:
+            data = await quart.request.json
+            target_enabled = data.get('target_enabled')
+            await self.ap.plugin_mgr.update_plugin_switch(plugin_name, target_enabled)
+            return self.success()
+
+        @self.route(
+            '/<author>/<plugin_name>/update',
             methods=['POST'],
             auth_type=group.AuthType.USER_TOKEN,
         )
         async def _(author: str, plugin_name: str) -> str:
             ctx = taskmgr.TaskContext.new()
             wrapper = self.ap.task_mgr.create_user_task(
-                self.ap.plugin_connector.upgrade_plugin(author, plugin_name, task_context=ctx),
+                self.ap.plugin_mgr.update_plugin(plugin_name, task_context=ctx),
                 kind='plugin-operation',
-                name=f'plugin-upgrade-{plugin_name}',
-                label=f'Upgrading plugin {plugin_name}',
+                name=f'plugin-update-{plugin_name}',
+                label=f'Updating plugin {plugin_name}',
                 context=ctx,
             )
             return self.success(data={'task_id': wrapper.id})
@@ -40,14 +52,14 @@ class PluginsRouterGroup(group.RouterGroup):
         )
         async def _(author: str, plugin_name: str) -> str:
             if quart.request.method == 'GET':
-                plugin = await self.ap.plugin_connector.get_plugin_info(author, plugin_name)
+                plugin = self.ap.plugin_mgr.get_plugin(author, plugin_name)
                 if plugin is None:
                     return self.http_status(404, -1, 'plugin not found')
-                return self.success(data={'plugin': plugin})
+                return self.success(data={'plugin': plugin.model_dump()})
             elif quart.request.method == 'DELETE':
                 ctx = taskmgr.TaskContext.new()
                 wrapper = self.ap.task_mgr.create_user_task(
-                    self.ap.plugin_connector.delete_plugin(author, plugin_name, task_context=ctx),
+                    self.ap.plugin_mgr.uninstall_plugin(plugin_name, task_context=ctx),
                     kind='plugin-operation',
                     name=f'plugin-remove-{plugin_name}',
                     label=f'Removing plugin {plugin_name}',
@@ -62,19 +74,24 @@ class PluginsRouterGroup(group.RouterGroup):
             auth_type=group.AuthType.USER_TOKEN,
         )
         async def _(author: str, plugin_name: str) -> quart.Response:
-            plugin = await self.ap.plugin_connector.get_plugin_info(author, plugin_name)
+            plugin = self.ap.plugin_mgr.get_plugin(author, plugin_name)
             if plugin is None:
                 return self.http_status(404, -1, 'plugin not found')
-
             if quart.request.method == 'GET':
-                return self.success(data={'config': plugin['plugin_config']})
+                return self.success(data={'config': plugin.plugin_config})
             elif quart.request.method == 'PUT':
                 data = await quart.request.json
 
-                await self.ap.plugin_connector.set_plugin_config(author, plugin_name, data)
+                await self.ap.plugin_mgr.set_plugin_config(plugin, data)
 
                 return self.success(data={})
 
+        @self.route('/reorder', methods=['PUT'], auth_type=group.AuthType.USER_TOKEN)
+        async def _() -> str:
+            data = await quart.request.json
+            await self.ap.plugin_mgr.reorder_plugins(data.get('plugins'))
+            return self.success()
+
         @self.route('/install/github', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
         async def _() -> str:
             data = await quart.request.json
@@ -85,47 +102,7 @@ class PluginsRouterGroup(group.RouterGroup):
                 self.ap.plugin_mgr.install_plugin(data['source'], task_context=ctx),
                 kind='plugin-operation',
                 name='plugin-install-github',
-                label=f'Installing plugin from github ...{short_source_str}',
-                context=ctx,
-            )
-
-            return self.success(data={'task_id': wrapper.id})
-
-        @self.route('/install/marketplace', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
-        async def _() -> str:
-            data = await quart.request.json
-
-            ctx = taskmgr.TaskContext.new()
-            wrapper = self.ap.task_mgr.create_user_task(
-                self.ap.plugin_connector.install_plugin(PluginInstallSource.MARKETPLACE, data, task_context=ctx),
-                kind='plugin-operation',
-                name='plugin-install-marketplace',
-                label=f'Installing plugin from marketplace ...{data}',
-                context=ctx,
-            )
-
-            return self.success(data={'task_id': wrapper.id})
-
-        @self.route('/install/local', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
-        async def _() -> str:
-            file = (await quart.request.files).get('file')
-            if file is None:
-                return self.http_status(400, -1, 'file is required')
-
-            file_bytes = file.read()
-
-            file_base64 = base64.b64encode(file_bytes).decode('utf-8')
-
-            data = {
-                'plugin_file': file_base64,
-            }
-
-            ctx = taskmgr.TaskContext.new()
-            wrapper = self.ap.task_mgr.create_user_task(
-                self.ap.plugin_connector.install_plugin(PluginInstallSource.LOCAL, data, task_context=ctx),
-                kind='plugin-operation',
-                name='plugin-install-local',
-                label=f'Installing plugin from local ...{file.filename}',
+                label=f'Installing plugin ...{short_source_str}',
                 context=ctx,
             )
 

pkg/api/http/controller/groups/provider/models.py

@@ -9,18 +9,18 @@ class LLMModelsRouterGroup(group.RouterGroup):
         @self.route('', methods=['GET', 'POST'])
         async def _() -> str:
             if quart.request.method == 'GET':
-                return self.success(data={'models': await self.ap.model_service.get_llm_models()})
+                return self.success(data={'models': await self.ap.llm_model_service.get_llm_models()})
             elif quart.request.method == 'POST':
                 json_data = await quart.request.json
 
-                model_uuid = await self.ap.model_service.create_llm_model(json_data)
+                model_uuid = await self.ap.llm_model_service.create_llm_model(json_data)
 
                 return self.success(data={'uuid': model_uuid})
 
         @self.route('/<model_uuid>', methods=['GET', 'PUT', 'DELETE'])
         async def _(model_uuid: str) -> str:
             if quart.request.method == 'GET':
-                model = await self.ap.model_service.get_llm_model(model_uuid)
+                model = await self.ap.llm_model_service.get_llm_model(model_uuid)
 
                 if model is None:
                     return self.http_status(404, -1, 'model not found')
@@ -29,11 +29,11 @@ class LLMModelsRouterGroup(group.RouterGroup):
             elif quart.request.method == 'PUT':
                 json_data = await quart.request.json
 
-                await self.ap.model_service.update_llm_model(model_uuid, json_data)
+                await self.ap.llm_model_service.update_llm_model(model_uuid, json_data)
 
                 return self.success()
             elif quart.request.method == 'DELETE':
-                await self.ap.model_service.delete_llm_model(model_uuid)
+                await self.ap.llm_model_service.delete_llm_model(model_uuid)
 
                 return self.success()
 
@@ -41,6 +41,49 @@ class LLMModelsRouterGroup(group.RouterGroup):
         async def _(model_uuid: str) -> str:
             json_data = await quart.request.json
 
-            await self.ap.model_service.test_llm_model(model_uuid, json_data)
+            await self.ap.llm_model_service.test_llm_model(model_uuid, json_data)
+
+            return self.success()
+
+
+@group.group_class('models/embedding', '/api/v1/provider/models/embedding')
+class EmbeddingModelsRouterGroup(group.RouterGroup):
+    async def initialize(self) -> None:
+        @self.route('', methods=['GET', 'POST'])
+        async def _() -> str:
+            if quart.request.method == 'GET':
+                return self.success(data={'models': await self.ap.embedding_models_service.get_embedding_models()})
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+
+                model_uuid = await self.ap.embedding_models_service.create_embedding_model(json_data)
+
+                return self.success(data={'uuid': model_uuid})
+
+        @self.route('/<model_uuid>', methods=['GET', 'PUT', 'DELETE'])
+        async def _(model_uuid: str) -> str:
+            if quart.request.method == 'GET':
+                model = await self.ap.embedding_models_service.get_embedding_model(model_uuid)
+
+                if model is None:
+                    return self.http_status(404, -1, 'model not found')
+
+                return self.success(data={'model': model})
+            elif quart.request.method == 'PUT':
+                json_data = await quart.request.json
+
+                await self.ap.embedding_models_service.update_embedding_model(model_uuid, json_data)
+
+                return self.success()
+            elif quart.request.method == 'DELETE':
+                await self.ap.embedding_models_service.delete_embedding_model(model_uuid)
+
+                return self.success()
+
+        @self.route('/<model_uuid>/test', methods=['POST'])
+        async def _(model_uuid: str) -> str:
+            json_data = await quart.request.json
+
+            await self.ap.embedding_models_service.test_embedding_model(model_uuid, json_data)
 
             return self.success()

pkg/api/http/controller/groups/provider/requesters.py

@@ -8,7 +8,8 @@ class RequestersRouterGroup(group.RouterGroup):
     async def initialize(self) -> None:
         @self.route('', methods=['GET'])
         async def _() -> quart.Response:
-            return self.success(data={'requesters': self.ap.model_mgr.get_available_requesters_info()})
+            model_type = quart.request.args.get('type', '')
+            return self.success(data={'requesters': self.ap.model_mgr.get_available_requesters_info(model_type)})
 
         @self.route('/<requester_name>', methods=['GET'])
         async def _(requester_name: str) -> quart.Response:

pkg/api/http/controller/groups/system.py

@@ -14,11 +14,6 @@ class SystemRouterGroup(group.RouterGroup):
                     'version': constants.semantic_version,
                     'debug': constants.debug_mode,
                     'enabled_platform_count': len(self.ap.platform_mgr.get_running_adapters()),
-                    'cloud_service_url': (
-                        self.ap.instance_config.data['plugin']['cloud_service_url']
-                        if 'cloud_service_url' in self.ap.instance_config.data['plugin']
-                        else 'https://space.langbot.app'
-                    ),
                 }
             )
 
@@ -40,7 +35,16 @@ class SystemRouterGroup(group.RouterGroup):
 
             return self.success(data=task.to_dict())
 
-        @self.route('/debug/exec', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        @self.route('/reload', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _() -> str:
+            json_data = await quart.request.json
+
+            scope = json_data.get('scope')
+
+            await self.ap.reload(scope=scope)
+            return self.success()
+
+        @self.route('/_debug/exec', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
         async def _() -> str:
             if not constants.debug_mode:
                 return self.http_status(403, 403, 'Forbidden')
@@ -50,39 +54,3 @@ class SystemRouterGroup(group.RouterGroup):
             ap = self.ap
 
             return self.success(data=exec(py_code, {'ap': ap}))
-
-        @self.route('/debug/tools/call', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
-        async def _() -> str:
-            if not constants.debug_mode:
-                return self.http_status(403, 403, 'Forbidden')
-
-            data = await quart.request.json
-
-            return self.success(
-                data=await self.ap.tool_mgr.execute_func_call(data['tool_name'], data['tool_parameters'])
-            )
-
-        @self.route(
-            '/debug/plugin/action',
-            methods=['POST'],
-            auth_type=group.AuthType.USER_TOKEN,
-        )
-        async def _() -> str:
-            if not constants.debug_mode:
-                return self.http_status(403, 403, 'Forbidden')
-
-            data = await quart.request.json
-
-            class AnoymousAction:
-                value = 'anonymous_action'
-
-                def __init__(self, value: str):
-                    self.value = value
-
-            resp = await self.ap.plugin_connector.handler.call_action(
-                AnoymousAction(data['action']),
-                data['data'],
-                timeout=data.get('timeout', 10),
-            )
-
-            return self.success(data=resp)

pkg/api/http/controller/groups/user.py

@@ -1,5 +1,6 @@
 import quart
 import argon2
+import asyncio
 
 from .. import group
 
@@ -13,7 +14,7 @@ class UserRouterGroup(group.RouterGroup):
                 return self.success(data={'initialized': await self.ap.user_service.is_initialized()})
 
             if await self.ap.user_service.is_initialized():
-                return self.fail(1, '系统已初始化')
+                return self.fail(1, 'System already initialized')
 
             json_data = await quart.request.json
 
@@ -31,7 +32,7 @@ class UserRouterGroup(group.RouterGroup):
             try:
                 token = await self.ap.user_service.authenticate(json_data['user'], json_data['password'])
             except argon2.exceptions.VerifyMismatchError:
-                return self.fail(1, '用户名或密码错误')
+                return self.fail(1, 'Invalid username or password')
 
             return self.success(data={'token': token})
 
@@ -40,3 +41,45 @@ class UserRouterGroup(group.RouterGroup):
             token = await self.ap.user_service.generate_jwt_token(user_email)
 
             return self.success(data={'token': token})
+
+        @self.route('/reset-password', methods=['POST'], auth_type=group.AuthType.NONE)
+        async def _() -> str:
+            json_data = await quart.request.json
+
+            user_email = json_data['user']
+            recovery_key = json_data['recovery_key']
+            new_password = json_data['new_password']
+
+            # hard sleep 3s for security
+            await asyncio.sleep(3)
+
+            if not await self.ap.user_service.is_initialized():
+                return self.http_status(400, -1, 'System not initialized')
+
+            user_obj = await self.ap.user_service.get_user_by_email(user_email)
+
+            if user_obj is None:
+                return self.http_status(400, -1, 'User not found')
+
+            if recovery_key != self.ap.instance_config.data['system']['recovery_key']:
+                return self.http_status(403, -1, 'Invalid recovery key')
+
+            await self.ap.user_service.reset_password(user_email, new_password)
+
+            return self.success(data={'user': user_email})
+
+        @self.route('/change-password', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _(user_email: str) -> str:
+            json_data = await quart.request.json
+            
+            current_password = json_data['current_password']
+            new_password = json_data['new_password']
+            
+            try:
+                await self.ap.user_service.change_password(user_email, current_password, new_password)
+            except argon2.exceptions.VerifyMismatchError:
+                return self.http_status(400, -1, 'Current password is incorrect')
+            except ValueError as e:
+                return self.http_status(400, -1, str(e))
+            
+            return self.success(data={'user': user_email})

pkg/api/http/controller/main.py

@@ -14,11 +14,13 @@ from . import group
 from .groups import provider as groups_provider
 from .groups import platform as groups_platform
 from .groups import pipelines as groups_pipelines
+from .groups import knowledge as groups_knowledge
 
 importutil.import_modules_in_pkg(groups)
 importutil.import_modules_in_pkg(groups_provider)
 importutil.import_modules_in_pkg(groups_platform)
 importutil.import_modules_in_pkg(groups_pipelines)
+importutil.import_modules_in_pkg(groups_knowledge)
 
 
 class HTTPController:
@@ -45,7 +47,7 @@ class HTTPController:
                 try:
                     await self.quart_app.run_task(*args, **kwargs)
                 except Exception as e:
-                    self.ap.logger.error(f'启动 HTTP 服务失败： {e}')
+                    self.ap.logger.error(f'Failed to start HTTP service: {e}')
 
             self.ap.task_mgr.create_task(
                 exception_handler(

pkg/api/http/service/bot.py

@@ -10,27 +10,23 @@ from ....entity.persistence import pipeline as persistence_pipeline
 
 
 class BotService:
-    """机器人服务"""
+    """Bot service"""
 
     ap: app.Application
 
     def __init__(self, ap: app.Application) -> None:
         self.ap = ap
 
-    async def get_bots(self, include_secret: bool = True) -> list[dict]:
-        """获取所有机器人"""
+    async def get_bots(self) -> list[dict]:
+        """Get all bots"""
         result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_bot.Bot))
 
         bots = result.all()
 
-        masked_columns = []
-        if not include_secret:
-            masked_columns = ['adapter_config']
+        return [self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot) for bot in bots]
 
-        return [self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot, masked_columns) for bot in bots]
-
-    async def get_bot(self, bot_uuid: str, include_secret: bool = True) -> dict | None:
-        """获取机器人"""
+    async def get_bot(self, bot_uuid: str) -> dict | None:
+        """Get bot"""
         result = await self.ap.persistence_mgr.execute_async(
             sqlalchemy.select(persistence_bot.Bot).where(persistence_bot.Bot.uuid == bot_uuid)
         )
@@ -40,30 +36,10 @@ class BotService:
         if bot is None:
             return None
 
-        masked_columns = []
-        if not include_secret:
-            masked_columns = ['adapter_config']
-
-        return self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot, masked_columns)
-
-    async def get_runtime_bot_info(self, bot_uuid: str, include_secret: bool = True) -> dict:
-        """获取机器人运行时信息"""
-        persistence_bot = await self.get_bot(bot_uuid, include_secret)
-        if persistence_bot is None:
-            raise Exception('Bot not found')
-
-        adapter_runtime_values = {}
-
-        runtime_bot = await self.ap.platform_mgr.get_bot_by_uuid(bot_uuid)
-        if runtime_bot is not None:
-            adapter_runtime_values['bot_account_id'] = runtime_bot.adapter.bot_account_id
-
-        persistence_bot['adapter_runtime_values'] = adapter_runtime_values
-
-        return persistence_bot
+        return self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot)
 
     async def create_bot(self, bot_data: dict) -> str:
-        """创建机器人"""
+        """Create bot"""
         # TODO: 检查配置信息格式
         bot_data['uuid'] = str(uuid.uuid4())
 
@@ -87,7 +63,7 @@ class BotService:
         return bot_data['uuid']
 
     async def update_bot(self, bot_uuid: str, bot_data: dict) -> None:
-        """更新机器人"""
+        """Update bot"""
         if 'uuid' in bot_data:
             del bot_data['uuid']
 
@@ -123,7 +99,7 @@ class BotService:
                 session.using_conversation = None
 
     async def delete_bot(self, bot_uuid: str) -> None:
-        """删除机器人"""
+        """Delete bot"""
         await self.ap.platform_mgr.remove_bot(bot_uuid)
         await self.ap.persistence_mgr.execute_async(
             sqlalchemy.delete(persistence_bot.Bot).where(persistence_bot.Bot.uuid == bot_uuid)

pkg/api/http/service/knowledge.py

@@ -0,0 +1,120 @@
+from __future__ import annotations
+
+import uuid
+import sqlalchemy
+
+from ....core import app
+from ....entity.persistence import rag as persistence_rag
+
+
+class KnowledgeService:
+    """知识库服务"""
+
+    ap: app.Application
+
+    def __init__(self, ap: app.Application) -> None:
+        self.ap = ap
+
+    async def get_knowledge_bases(self) -> list[dict]:
+        """获取所有知识库"""
+        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_rag.KnowledgeBase))
+        knowledge_bases = result.all()
+        return [
+            self.ap.persistence_mgr.serialize_model(persistence_rag.KnowledgeBase, knowledge_base)
+            for knowledge_base in knowledge_bases
+        ]
+
+    async def get_knowledge_base(self, kb_uuid: str) -> dict | None:
+        """获取知识库"""
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.KnowledgeBase).where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+        knowledge_base = result.first()
+        if knowledge_base is None:
+            return None
+        return self.ap.persistence_mgr.serialize_model(persistence_rag.KnowledgeBase, knowledge_base)
+
+    async def create_knowledge_base(self, kb_data: dict) -> str:
+        """创建知识库"""
+        kb_data['uuid'] = str(uuid.uuid4())
+        await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_rag.KnowledgeBase).values(kb_data))
+
+        kb = await self.get_knowledge_base(kb_data['uuid'])
+
+        await self.ap.rag_mgr.load_knowledge_base(kb)
+
+        return kb_data['uuid']
+
+    async def update_knowledge_base(self, kb_uuid: str, kb_data: dict) -> None:
+        """更新知识库"""
+        if 'uuid' in kb_data:
+            del kb_data['uuid']
+
+        if 'embedding_model_uuid' in kb_data:
+            del kb_data['embedding_model_uuid']
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(persistence_rag.KnowledgeBase)
+            .values(kb_data)
+            .where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+        await self.ap.rag_mgr.remove_knowledge_base_from_runtime(kb_uuid)
+
+        kb = await self.get_knowledge_base(kb_uuid)
+
+        await self.ap.rag_mgr.load_knowledge_base(kb)
+
+    async def store_file(self, kb_uuid: str, file_id: str) -> int:
+        """存储文件"""
+        # await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_rag.File).values(kb_id=kb_uuid, file_id=file_id))
+        # await self.ap.rag_mgr.store_file(file_id)
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        return await runtime_kb.store_file(file_id)
+
+    async def retrieve_knowledge_base(self, kb_uuid: str, query: str) -> list[dict]:
+        """检索知识库"""
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        return [
+            result.model_dump() for result in await runtime_kb.retrieve(query, runtime_kb.knowledge_base_entity.top_k)
+        ]
+
+    async def get_files_by_knowledge_base(self, kb_uuid: str) -> list[dict]:
+        """获取知识库文件"""
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.File).where(persistence_rag.File.kb_id == kb_uuid)
+        )
+        files = result.all()
+        return [self.ap.persistence_mgr.serialize_model(persistence_rag.File, file) for file in files]
+
+    async def delete_file(self, kb_uuid: str, file_id: str) -> None:
+        """删除文件"""
+        runtime_kb = await self.ap.rag_mgr.get_knowledge_base_by_uuid(kb_uuid)
+        if runtime_kb is None:
+            raise Exception('Knowledge base not found')
+        await runtime_kb.delete_file(file_id)
+
+    async def delete_knowledge_base(self, kb_uuid: str) -> None:
+        """删除知识库"""
+        await self.ap.rag_mgr.delete_knowledge_base(kb_uuid)
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.delete(persistence_rag.KnowledgeBase).where(persistence_rag.KnowledgeBase.uuid == kb_uuid)
+        )
+
+        # delete files
+        files = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_rag.File).where(persistence_rag.File.kb_id == kb_uuid)
+        )
+        for file in files:
+            # delete chunks
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.delete(persistence_rag.Chunk).where(persistence_rag.Chunk.file_id == file.uuid)
+            )
+            # delete file
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.delete(persistence_rag.File).where(persistence_rag.File.uuid == file.uuid)
+            )

pkg/api/http/service/model.py

@@ -7,28 +7,20 @@ from ....core import app
 from ....entity.persistence import model as persistence_model
 from ....entity.persistence import pipeline as persistence_pipeline
 from ....provider.modelmgr import requester as model_requester
-from langbot_plugin.api.entities.builtin.provider import message as provider_message
+from ....provider import entities as llm_entities
 
 
-class ModelsService:
+class LLMModelsService:
     ap: app.Application
 
     def __init__(self, ap: app.Application) -> None:
         self.ap = ap
 
-    async def get_llm_models(self, include_secret: bool = True) -> list[dict]:
+    async def get_llm_models(self) -> list[dict]:
         result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_model.LLMModel))
 
         models = result.all()
-
-        masked_columns = []
-        if not include_secret:
-            masked_columns = ['api_keys']
-
-        return [
-            self.ap.persistence_mgr.serialize_model(persistence_model.LLMModel, model, masked_columns)
-            for model in models
-        ]
+        return [self.ap.persistence_mgr.serialize_model(persistence_model.LLMModel, model) for model in models]
 
     async def create_llm_model(self, model_data: dict) -> str:
         model_data['uuid'] = str(uuid.uuid4())
@@ -107,7 +99,93 @@ class ModelsService:
         await runtime_llm_model.requester.invoke_llm(
             query=None,
             model=runtime_llm_model,
-            messages=[provider_message.Message(role='user', content='Hello, world!')],
+            messages=[llm_entities.Message(role='user', content='Hello, world!')],
             funcs=[],
+            extra_args=model_data.get('extra_args', {}),
+        )
+
+
+class EmbeddingModelsService:
+    ap: app.Application
+
+    def __init__(self, ap: app.Application) -> None:
+        self.ap = ap
+
+    async def get_embedding_models(self) -> list[dict]:
+        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_model.EmbeddingModel))
+
+        models = result.all()
+        return [self.ap.persistence_mgr.serialize_model(persistence_model.EmbeddingModel, model) for model in models]
+
+    async def create_embedding_model(self, model_data: dict) -> str:
+        model_data['uuid'] = str(uuid.uuid4())
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.insert(persistence_model.EmbeddingModel).values(**model_data)
+        )
+
+        embedding_model = await self.get_embedding_model(model_data['uuid'])
+
+        await self.ap.model_mgr.load_embedding_model(embedding_model)
+
+        return model_data['uuid']
+
+    async def get_embedding_model(self, model_uuid: str) -> dict | None:
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_model.EmbeddingModel).where(
+                persistence_model.EmbeddingModel.uuid == model_uuid
+            )
+        )
+
+        model = result.first()
+
+        if model is None:
+            return None
+
+        return self.ap.persistence_mgr.serialize_model(persistence_model.EmbeddingModel, model)
+
+    async def update_embedding_model(self, model_uuid: str, model_data: dict) -> None:
+        if 'uuid' in model_data:
+            del model_data['uuid']
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(persistence_model.EmbeddingModel)
+            .where(persistence_model.EmbeddingModel.uuid == model_uuid)
+            .values(**model_data)
+        )
+
+        await self.ap.model_mgr.remove_embedding_model(model_uuid)
+
+        embedding_model = await self.get_embedding_model(model_uuid)
+
+        await self.ap.model_mgr.load_embedding_model(embedding_model)
+
+    async def delete_embedding_model(self, model_uuid: str) -> None:
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.delete(persistence_model.EmbeddingModel).where(
+                persistence_model.EmbeddingModel.uuid == model_uuid
+            )
+        )
+
+        await self.ap.model_mgr.remove_embedding_model(model_uuid)
+
+    async def test_embedding_model(self, model_uuid: str, model_data: dict) -> None:
+        runtime_embedding_model: model_requester.RuntimeEmbeddingModel | None = None
+
+        if model_uuid != '_':
+            for model in self.ap.model_mgr.embedding_models:
+                if model.model_entity.uuid == model_uuid:
+                    runtime_embedding_model = model
+                    break
+
+            if runtime_embedding_model is None:
+                raise Exception('model not found')
+
+        else:
+            runtime_embedding_model = await self.ap.model_mgr.init_runtime_embedding_model(model_data)
+
+        await runtime_embedding_model.requester.invoke_embedding(
+            model=runtime_embedding_model,
+            input_text=['Hello, world!'],
             extra_args={},
         )

pkg/api/http/service/pipeline.py

@@ -38,9 +38,21 @@ class PipelineService:
             self.ap.pipeline_config_meta_output.data,
         ]
 
-    async def get_pipelines(self) -> list[dict]:
-        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+    async def get_pipelines(self, sort_by: str = 'created_at', sort_order: str = 'DESC') -> list[dict]:
+        query = sqlalchemy.select(persistence_pipeline.LegacyPipeline)
 
+        if sort_by == 'created_at':
+            if sort_order == 'DESC':
+                query = query.order_by(persistence_pipeline.LegacyPipeline.created_at.desc())
+            else:
+                query = query.order_by(persistence_pipeline.LegacyPipeline.created_at.asc())
+        elif sort_by == 'updated_at':
+            if sort_order == 'DESC':
+                query = query.order_by(persistence_pipeline.LegacyPipeline.updated_at.desc())
+            else:
+                query = query.order_by(persistence_pipeline.LegacyPipeline.updated_at.asc())
+
+        result = await self.ap.persistence_mgr.execute_async(query)
         pipelines = result.all()
         return [
             self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)

pkg/api/http/service/user.py

@@ -73,3 +73,27 @@ class UserService:
         jwt_secret = self.ap.instance_config.data['system']['jwt']['secret']
 
         return jwt.decode(token, jwt_secret, algorithms=['HS256'])['user']
+
+    async def reset_password(self, user_email: str, new_password: str) -> None:
+        ph = argon2.PasswordHasher()
+
+        hashed_password = ph.hash(new_password)
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(user.User).where(user.User.user == user_email).values(password=hashed_password)
+        )
+
+    async def change_password(self, user_email: str, current_password: str, new_password: str) -> None:
+        ph = argon2.PasswordHasher()
+        
+        user_obj = await self.get_user_by_email(user_email)
+        if user_obj is None:
+            raise ValueError('User not found')
+        
+        ph.verify(user_obj.password, current_password)
+        
+        hashed_password = ph.hash(new_password)
+        
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.update(user.User).where(user.User.user == user_email).values(password=hashed_password)
+        )

pkg/command/cmdmgr.py

@@ -2,12 +2,9 @@ from __future__ import annotations
 
 import typing
 
-from ..core import app
-from . import operator
+from ..core import app, entities as core_entities
+from . import entities, operator, errors
 from ..utils import importutil
-import langbot_plugin.api.entities.builtin.provider.session as provider_session
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
 
 # 引入所有算子以便注册
 from . import operators
@@ -16,11 +13,13 @@ importutil.import_modules_in_pkg(operators)
 
 
 class CommandManager:
+    """命令管理器"""
+
     ap: app.Application
 
     cmd_list: list[operator.CommandOperator]
     """
-    Runtime command list, flat storage, each object contains a reference to the corresponding child node
+    运行时命令列表，扁平存储，各个对象包含对应的子节点引用
     """
 
     def __init__(self, ap: app.Application):
@@ -56,28 +55,43 @@ class CommandManager:
 
     async def _execute(
         self,
-        context: command_context.ExecuteContext,
+        context: entities.ExecuteContext,
         operator_list: list[operator.CommandOperator],
         operator: operator.CommandOperator = None,
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    ) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """执行命令"""
 
-        command_list = await self.ap.plugin_connector.list_commands()
+        found = False
+        if len(context.crt_params) > 0:  # 查找下一个参数是否对应此节点的某个子节点名
+            for oper in operator_list:
+                if (context.crt_params[0] == oper.name or context.crt_params[0] in oper.alias) and (
+                    oper.parent_class is None or oper.parent_class == operator.__class__
+                ):
+                    found = True
 
-        for command in command_list:
-            if command.metadata.name == context.command:
-                async for ret in self.ap.plugin_connector.execute_command(context):
-                    yield ret
-                break
-        else:
-            yield command_context.CommandReturn(error=command_errors.CommandNotFoundError(context.command))
+                    context.crt_command = context.crt_params[0]
+                    context.crt_params = context.crt_params[1:]
+
+                    async for ret in self._execute(context, oper.children, oper):
+                        yield ret
+                    break
+
+        if not found:  # 如果下一个参数未在此节点的子节点中找到，则执行此节点或者报错
+            if operator is None:
+                yield entities.CommandReturn(error=errors.CommandNotFoundError(context.crt_params[0]))
+            else:
+                if operator.lowest_privilege > context.privilege:
+                    yield entities.CommandReturn(error=errors.CommandPrivilegeError(operator.name))
+                else:
+                    async for ret in operator.execute(context):
+                        yield ret
 
     async def execute(
         self,
         command_text: str,
-        query: pipeline_query.Query,
-        session: provider_session.Session,
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+        query: core_entities.Query,
+        session: core_entities.Session,
+    ) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """执行命令"""
 
         privilege = 1
@@ -85,8 +99,8 @@ class CommandManager:
         if f'{query.launcher_type.value}_{query.launcher_id}' in self.ap.instance_config.data['admins']:
             privilege = 2
 
-        ctx = command_context.ExecuteContext(
-            query_id=query.query_id,
+        ctx = entities.ExecuteContext(
+            query=query,
             session=session,
             command_text=command_text,
             command='',
@@ -96,9 +110,5 @@ class CommandManager:
             privilege=privilege,
         )
 
-        ctx.command = ctx.params[0]
-
-        ctx.shift()
-
         async for ret in self._execute(ctx, self.cmd_list):
             yield ret

pkg/command/entities.py

@@ -0,0 +1,74 @@
+from __future__ import annotations
+
+import typing
+
+import pydantic.v1 as pydantic
+
+from ..core import entities as core_entities
+from . import errors
+from ..platform.types import message as platform_message
+
+
+class CommandReturn(pydantic.BaseModel):
+    """命令返回值"""
+
+    text: typing.Optional[str] = None
+    """文本
+    """
+
+    image: typing.Optional[platform_message.Image] = None
+    """弃用"""
+
+    image_url: typing.Optional[str] = None
+    """图片链接
+    """
+
+    error: typing.Optional[errors.CommandError] = None
+    """错误
+    """
+
+    class Config:
+        arbitrary_types_allowed = True
+
+
+class ExecuteContext(pydantic.BaseModel):
+    """单次命令执行上下文"""
+
+    query: core_entities.Query
+    """本次消息的请求对象"""
+
+    session: core_entities.Session
+    """本次消息所属的会话对象"""
+
+    command_text: str
+    """命令完整文本"""
+
+    command: str
+    """命令名称"""
+
+    crt_command: str
+    """当前命令
+    
+    多级命令中crt_command为当前命令，command为根命令。
+    例如：!plugin on Webwlkr
+    处理到plugin时，command为plugin，crt_command为plugin
+    处理到on时，command为plugin，crt_command为on
+    """
+
+    params: list[str]
+    """命令参数
+    
+    整个命令以空格分割后的参数列表
+    """
+
+    crt_params: list[str]
+    """当前命令参数
+
+    多级命令中crt_params为当前命令参数，params为根命令参数。
+    例如：!plugin on Webwlkr
+    处理到plugin时，params为['on', 'Webwlkr']，crt_params为['on', 'Webwlkr']
+    处理到on时，params为['on', 'Webwlkr']，crt_params为['Webwlkr']
+    """
+
+    privilege: int
+    """发起人权限"""

pkg/command/errors.py

@@ -0,0 +1,26 @@
+class CommandError(Exception):
+    def __init__(self, message: str = None):
+        self.message = message
+
+    def __str__(self):
+        return self.message
+
+
+class CommandNotFoundError(CommandError):
+    def __init__(self, message: str = None):
+        super().__init__('未知命令: ' + message)
+
+
+class CommandPrivilegeError(CommandError):
+    def __init__(self, message: str = None):
+        super().__init__('权限不足: ' + message)
+
+
+class ParamNotEnoughError(CommandError):
+    def __init__(self, message: str = None):
+        super().__init__('参数不足: ' + message)
+
+
+class CommandOperationError(CommandError):
+    def __init__(self, message: str = None):
+        super().__init__('操作失败: ' + message)

pkg/command/operator.py

@@ -4,7 +4,7 @@ import typing
 import abc
 
 from ..core import app
-from langbot_plugin.api.entities.builtin.command import context as command_context
+from . import entities
 
 
 preregistered_operators: list[typing.Type[CommandOperator]] = []
@@ -95,18 +95,16 @@ class CommandOperator(metaclass=abc.ABCMeta):
         pass
 
     @abc.abstractmethod
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """实现此方法以执行命令
 
         支持多次yield以返回多个结果。
         例如：一个安装插件的命令，可能会有下载、解压、安装等多个步骤，每个步骤都可以返回一个结果。
 
         Args:
-            context (command_context.ExecuteContext): 命令执行上下文
+            context (entities.ExecuteContext): 命令执行上下文
 
         Yields:
-            command_context.CommandReturn: 命令返回封装
+            entities.CommandReturn: 命令返回封装
         """
         pass

pkg/command/operators/cmd.py

@@ -2,17 +2,14 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='cmd', help='显示命令列表', usage='!cmd\n!cmd <命令名称>')
 class CmdOperator(operator.CommandOperator):
     """命令列表"""
 
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """执行"""
         if len(context.crt_params) == 0:
             reply_str = '当前所有命令: \n\n'
@@ -23,7 +20,7 @@ class CmdOperator(operator.CommandOperator):
 
             reply_str += '\n使用 !cmd <命令名称> 查看命令的详细帮助'
 
-            yield command_context.CommandReturn(text=reply_str.strip())
+            yield entities.CommandReturn(text=reply_str.strip())
 
         else:
             cmd_name = context.crt_params[0]
@@ -36,9 +33,9 @@ class CmdOperator(operator.CommandOperator):
                     break
 
             if cmd is None:
-                yield command_context.CommandReturn(error=command_errors.CommandNotFoundError(cmd_name))
+                yield entities.CommandReturn(error=errors.CommandNotFoundError(cmd_name))
             else:
                 reply_str = f'{cmd.name}: {cmd.help}\n\n'
                 reply_str += f'使用方法: \n{cmd.usage}'
 
-                yield command_context.CommandReturn(text=reply_str.strip())
+                yield entities.CommandReturn(text=reply_str.strip())

pkg/command/operators/delc.py

@@ -2,26 +2,23 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='del', help='删除当前会话的历史记录', usage='!del <序号>\n!del all')
 class DelOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if context.session.conversations:
             delete_index = 0
             if len(context.crt_params) > 0:
                 try:
                     delete_index = int(context.crt_params[0])
                 except Exception:
-                    yield command_context.CommandReturn(error=command_errors.CommandOperationError('索引必须是整数'))
+                    yield entities.CommandReturn(error=errors.CommandOperationError('索引必须是整数'))
                     return
 
             if delete_index < 0 or delete_index >= len(context.session.conversations):
-                yield command_context.CommandReturn(error=command_errors.CommandOperationError('索引超出范围'))
+                yield entities.CommandReturn(error=errors.CommandOperationError('索引超出范围'))
                 return
 
             # 倒序
@@ -32,17 +29,15 @@ class DelOperator(operator.CommandOperator):
 
             del context.session.conversations[to_delete_index]
 
-            yield command_context.CommandReturn(text=f'已删除对话: {delete_index}')
+            yield entities.CommandReturn(text=f'已删除对话: {delete_index}')
         else:
-            yield command_context.CommandReturn(error=command_errors.CommandOperationError('当前没有对话'))
+            yield entities.CommandReturn(error=errors.CommandOperationError('当前没有对话'))
 
 
 @operator.operator_class(name='all', help='删除此会话的所有历史记录', parent_class=DelOperator)
 class DelAllOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         context.session.conversations = []
         context.session.using_conversation = None
 
-        yield command_context.CommandReturn(text='已删除所有对话')
+        yield entities.CommandReturn(text='已删除所有对话')

pkg/command/operators/func.py

@@ -1,20 +1,19 @@
 from __future__ import annotations
 from typing import AsyncGenerator
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context
+from .. import operator, entities
 
 
 @operator.operator_class(name='func', help='查看所有已注册的内容函数', usage='!func')
 class FuncOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> AsyncGenerator[entities.CommandReturn, None]:
         reply_str = '当前已启用的内容函数: \n\n'
 
         index = 1
 
-        all_functions = await self.ap.tool_mgr.get_all_tools()
+        all_functions = await self.ap.tool_mgr.get_all_functions(
+            plugin_enabled=True,
+        )
 
         for func in all_functions:
             reply_str += '{}. {}:\n{}\n\n'.format(
@@ -24,4 +23,4 @@ class FuncOperator(operator.CommandOperator):
             )
             index += 1
 
-        yield command_context.CommandReturn(text=reply_str)
+        yield entities.CommandReturn(text=reply_str)

pkg/command/operators/help.py

@@ -2,17 +2,14 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context
+from .. import operator, entities
 
 
 @operator.operator_class(name='help', help='显示帮助', usage='!help\n!help <命令名称>')
 class HelpOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         help = 'LangBot - 大语言模型原生即时通信机器人平台\n链接：https://langbot.app'
 
         help += '\n发送命令 !cmd 可查看命令列表'
 
-        yield command_context.CommandReturn(text=help)
+        yield entities.CommandReturn(text=help)

pkg/command/operators/last.py

@@ -3,31 +3,26 @@ from __future__ import annotations
 import typing
 
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='last', help='切换到前一个对话', usage='!last')
 class LastOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if context.session.conversations:
             # 找到当前会话的上一个会话
             for index in range(len(context.session.conversations) - 1, -1, -1):
                 if context.session.conversations[index] == context.session.using_conversation:
                     if index == 0:
-                        yield command_context.CommandReturn(
-                            error=command_errors.CommandOperationError('已经是第一个对话了')
-                        )
+                        yield entities.CommandReturn(error=errors.CommandOperationError('已经是第一个对话了'))
                         return
                     else:
                         context.session.using_conversation = context.session.conversations[index - 1]
                         time_str = context.session.using_conversation.create_time.strftime('%Y-%m-%d %H:%M:%S')
 
-                        yield command_context.CommandReturn(
+                        yield entities.CommandReturn(
                             text=f'已切换到上一个对话: {index} {time_str}: {context.session.using_conversation.messages[0].readable_str()}'
                         )
                         return
         else:
-            yield command_context.CommandReturn(error=command_errors.CommandOperationError('当前没有对话'))
+            yield entities.CommandReturn(error=errors.CommandOperationError('当前没有对话'))

pkg/command/operators/list.py

@@ -2,22 +2,19 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='list', help='列出此会话中的所有历史对话', usage='!list\n!list <页码>')
 class ListOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         page = 0
 
         if len(context.crt_params) > 0:
             try:
                 page = int(context.crt_params[0] - 1)
             except Exception:
-                yield command_context.CommandReturn(error=command_errors.CommandOperationError('页码应为整数'))
+                yield entities.CommandReturn(error=errors.CommandOperationError('页码应为整数'))
                 return
 
         record_per_page = 10
@@ -48,4 +45,4 @@ class ListOperator(operator.CommandOperator):
             else:
                 content += f'\n当前会话: {using_conv_index} {context.session.using_conversation.create_time.strftime("%Y-%m-%d %H:%M:%S")}: {context.session.using_conversation.messages[0].readable_str() if len(context.session.using_conversation.messages) > 0 else "无内容"}'
 
-        yield command_context.CommandReturn(text=f'第 {page + 1} 页 (时间倒序):\n{content}')
+        yield entities.CommandReturn(text=f'第 {page + 1} 页 (时间倒序):\n{content}')

pkg/command/operators/next.py

@@ -2,31 +2,26 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='next', help='切换到后一个对话', usage='!next')
 class NextOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if context.session.conversations:
             # 找到当前会话的下一个会话
             for index in range(len(context.session.conversations)):
                 if context.session.conversations[index] == context.session.using_conversation:
                     if index == len(context.session.conversations) - 1:
-                        yield command_context.CommandReturn(
-                            error=command_errors.CommandOperationError('已经是最后一个对话了')
-                        )
+                        yield entities.CommandReturn(error=errors.CommandOperationError('已经是最后一个对话了'))
                         return
                     else:
                         context.session.using_conversation = context.session.conversations[index + 1]
                         time_str = context.session.using_conversation.create_time.strftime('%Y-%m-%d %H:%M:%S')
 
-                        yield command_context.CommandReturn(
+                        yield entities.CommandReturn(
                             text=f'已切换到后一个对话: {index} {time_str}: {context.session.using_conversation.messages[0].content}'
                         )
                         return
         else:
-            yield command_context.CommandReturn(error=command_errors.CommandOperationError('当前没有对话'))
+            yield entities.CommandReturn(error=errors.CommandOperationError('当前没有对话'))

pkg/command/operators/plugin.py

@@ -2,8 +2,7 @@ from __future__ import annotations
 import typing
 import traceback
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(
@@ -12,9 +11,7 @@ from langbot_plugin.api.entities.builtin.command import context as command_conte
     usage='!plugin\n!plugin get <插件仓库地址>\n!plugin update\n!plugin del <插件名>\n!plugin on <插件名>\n!plugin off <插件名>',
 )
 class PluginOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         plugin_list = self.ap.plugin_mgr.plugins()
         reply_str = '所有插件({}):\n'.format(len(plugin_list))
         idx = 0
@@ -30,36 +27,32 @@ class PluginOperator(operator.CommandOperator):
 
             idx += 1
 
-        yield command_context.CommandReturn(text=reply_str)
+        yield entities.CommandReturn(text=reply_str)
 
 
 @operator.operator_class(name='get', help='安装插件', privilege=2, parent_class=PluginOperator)
 class PluginGetOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if len(context.crt_params) == 0:
-            yield command_context.CommandReturn(error=command_errors.ParamNotEnoughError('请提供插件仓库地址'))
+            yield entities.CommandReturn(error=errors.ParamNotEnoughError('请提供插件仓库地址'))
         else:
             repo = context.crt_params[0]
 
-            yield command_context.CommandReturn(text='正在安装插件...')
+            yield entities.CommandReturn(text='正在安装插件...')
 
             try:
                 await self.ap.plugin_mgr.install_plugin(repo)
-                yield command_context.CommandReturn(text='插件安装成功，请重启程序以加载插件')
+                yield entities.CommandReturn(text='插件安装成功，请重启程序以加载插件')
             except Exception as e:
                 traceback.print_exc()
-                yield command_context.CommandReturn(error=command_errors.CommandError('插件安装失败: ' + str(e)))
+                yield entities.CommandReturn(error=errors.CommandError('插件安装失败: ' + str(e)))
 
 
 @operator.operator_class(name='update', help='更新插件', privilege=2, parent_class=PluginOperator)
 class PluginUpdateOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if len(context.crt_params) == 0:
-            yield command_context.CommandReturn(error=command_errors.ParamNotEnoughError('请提供插件名称'))
+            yield entities.CommandReturn(error=errors.ParamNotEnoughError('请提供插件名称'))
         else:
             plugin_name = context.crt_params[0]
 
@@ -67,26 +60,24 @@ class PluginUpdateOperator(operator.CommandOperator):
                 plugin_container = self.ap.plugin_mgr.get_plugin_by_name(plugin_name)
 
                 if plugin_container is not None:
-                    yield command_context.CommandReturn(text='正在更新插件...')
+                    yield entities.CommandReturn(text='正在更新插件...')
                     await self.ap.plugin_mgr.update_plugin(plugin_name)
-                    yield command_context.CommandReturn(text='插件更新成功，请重启程序以加载插件')
+                    yield entities.CommandReturn(text='插件更新成功，请重启程序以加载插件')
                 else:
-                    yield command_context.CommandReturn(error=command_errors.CommandError('插件更新失败: 未找到插件'))
+                    yield entities.CommandReturn(error=errors.CommandError('插件更新失败: 未找到插件'))
             except Exception as e:
                 traceback.print_exc()
-                yield command_context.CommandReturn(error=command_errors.CommandError('插件更新失败: ' + str(e)))
+                yield entities.CommandReturn(error=errors.CommandError('插件更新失败: ' + str(e)))
 
 
 @operator.operator_class(name='all', help='更新所有插件', privilege=2, parent_class=PluginUpdateOperator)
 class PluginUpdateAllOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         try:
             plugins = [p.plugin_name for p in self.ap.plugin_mgr.plugins()]
 
             if plugins:
-                yield command_context.CommandReturn(text='正在更新插件...')
+                yield entities.CommandReturn(text='正在更新插件...')
                 updated = []
                 try:
                     for plugin_name in plugins:
@@ -94,22 +85,20 @@ class PluginUpdateAllOperator(operator.CommandOperator):
                         updated.append(plugin_name)
                 except Exception as e:
                     traceback.print_exc()
-                    yield command_context.CommandReturn(error=command_errors.CommandError('插件更新失败: ' + str(e)))
-                yield command_context.CommandReturn(text='已更新插件: {}'.format(', '.join(updated)))
+                    yield entities.CommandReturn(error=errors.CommandError('插件更新失败: ' + str(e)))
+                yield entities.CommandReturn(text='已更新插件: {}'.format(', '.join(updated)))
             else:
-                yield command_context.CommandReturn(text='没有可更新的插件')
+                yield entities.CommandReturn(text='没有可更新的插件')
         except Exception as e:
             traceback.print_exc()
-            yield command_context.CommandReturn(error=command_errors.CommandError('插件更新失败: ' + str(e)))
+            yield entities.CommandReturn(error=errors.CommandError('插件更新失败: ' + str(e)))
 
 
 @operator.operator_class(name='del', help='删除插件', privilege=2, parent_class=PluginOperator)
 class PluginDelOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if len(context.crt_params) == 0:
-            yield command_context.CommandReturn(error=command_errors.ParamNotEnoughError('请提供插件名称'))
+            yield entities.CommandReturn(error=errors.ParamNotEnoughError('请提供插件名称'))
         else:
             plugin_name = context.crt_params[0]
 
@@ -117,55 +106,51 @@ class PluginDelOperator(operator.CommandOperator):
                 plugin_container = self.ap.plugin_mgr.get_plugin_by_name(plugin_name)
 
                 if plugin_container is not None:
-                    yield command_context.CommandReturn(text='正在删除插件...')
+                    yield entities.CommandReturn(text='正在删除插件...')
                     await self.ap.plugin_mgr.uninstall_plugin(plugin_name)
-                    yield command_context.CommandReturn(text='插件删除成功，请重启程序以加载插件')
+                    yield entities.CommandReturn(text='插件删除成功，请重启程序以加载插件')
                 else:
-                    yield command_context.CommandReturn(error=command_errors.CommandError('插件删除失败: 未找到插件'))
+                    yield entities.CommandReturn(error=errors.CommandError('插件删除失败: 未找到插件'))
             except Exception as e:
                 traceback.print_exc()
-                yield command_context.CommandReturn(error=command_errors.CommandError('插件删除失败: ' + str(e)))
+                yield entities.CommandReturn(error=errors.CommandError('插件删除失败: ' + str(e)))
 
 
 @operator.operator_class(name='on', help='启用插件', privilege=2, parent_class=PluginOperator)
 class PluginEnableOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if len(context.crt_params) == 0:
-            yield command_context.CommandReturn(error=command_errors.ParamNotEnoughError('请提供插件名称'))
+            yield entities.CommandReturn(error=errors.ParamNotEnoughError('请提供插件名称'))
         else:
             plugin_name = context.crt_params[0]
 
             try:
                 if await self.ap.plugin_mgr.update_plugin_switch(plugin_name, True):
-                    yield command_context.CommandReturn(text='已启用插件: {}'.format(plugin_name))
+                    yield entities.CommandReturn(text='已启用插件: {}'.format(plugin_name))
                 else:
-                    yield command_context.CommandReturn(
-                        error=command_errors.CommandError('插件状态修改失败: 未找到插件 {}'.format(plugin_name))
+                    yield entities.CommandReturn(
+                        error=errors.CommandError('插件状态修改失败: 未找到插件 {}'.format(plugin_name))
                     )
             except Exception as e:
                 traceback.print_exc()
-                yield command_context.CommandReturn(error=command_errors.CommandError('插件状态修改失败: ' + str(e)))
+                yield entities.CommandReturn(error=errors.CommandError('插件状态修改失败: ' + str(e)))
 
 
 @operator.operator_class(name='off', help='禁用插件', privilege=2, parent_class=PluginOperator)
 class PluginDisableOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         if len(context.crt_params) == 0:
-            yield command_context.CommandReturn(error=command_errors.ParamNotEnoughError('请提供插件名称'))
+            yield entities.CommandReturn(error=errors.ParamNotEnoughError('请提供插件名称'))
         else:
             plugin_name = context.crt_params[0]
 
             try:
                 if await self.ap.plugin_mgr.update_plugin_switch(plugin_name, False):
-                    yield command_context.CommandReturn(text='已禁用插件: {}'.format(plugin_name))
+                    yield entities.CommandReturn(text='已禁用插件: {}'.format(plugin_name))
                 else:
-                    yield command_context.CommandReturn(
-                        error=command_errors.CommandError('插件状态修改失败: 未找到插件 {}'.format(plugin_name))
+                    yield entities.CommandReturn(
+                        error=errors.CommandError('插件状态修改失败: 未找到插件 {}'.format(plugin_name))
                     )
             except Exception as e:
                 traceback.print_exc()
-                yield command_context.CommandReturn(error=command_errors.CommandError('插件状态修改失败: ' + str(e)))
+                yield entities.CommandReturn(error=errors.CommandError('插件状态修改失败: ' + str(e)))

pkg/command/operators/prompt.py

@@ -2,22 +2,19 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='prompt', help='查看当前对话的前文', usage='!prompt')
 class PromptOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """执行"""
         if context.session.using_conversation is None:
-            yield command_context.CommandReturn(error=command_errors.CommandOperationError('当前没有对话'))
+            yield entities.CommandReturn(error=errors.CommandOperationError('当前没有对话'))
         else:
             reply_str = '当前对话所有内容:\n\n'
 
             for msg in context.session.using_conversation.messages:
                 reply_str += f'{msg.role}: {msg.content}\n'
 
-            yield command_context.CommandReturn(text=reply_str)
+            yield entities.CommandReturn(text=reply_str)

pkg/command/operators/resend.py

@@ -2,18 +2,15 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context, errors as command_errors
+from .. import operator, entities, errors
 
 
 @operator.operator_class(name='resend', help='重发当前会话的最后一条消息', usage='!resend')
 class ResendOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         # 回滚到最后一条用户message前
         if context.session.using_conversation is None:
-            yield command_context.CommandReturn(error=command_errors.CommandError('当前没有对话'))
+            yield entities.CommandReturn(error=errors.CommandError('当前没有对话'))
         else:
             conv_msg = context.session.using_conversation.messages
 
@@ -26,4 +23,4 @@ class ResendOperator(operator.CommandOperator):
                 conv_msg.pop()
 
             # 不重发了，提示用户已删除就行了
-            yield command_context.CommandReturn(text='已删除最后一次请求记录')
+            yield entities.CommandReturn(text='已删除最后一次请求记录')

pkg/command/operators/reset.py

@@ -2,16 +2,13 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context
+from .. import operator, entities
 
 
 @operator.operator_class(name='reset', help='重置当前会话', usage='!reset')
 class ResetOperator(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         """执行"""
         context.session.using_conversation = None
 
-        yield command_context.CommandReturn(text='已重置当前会话')
+        yield entities.CommandReturn(text='已重置当前会话')

pkg/command/operators/update.py

@@ -0,0 +1,11 @@
+from __future__ import annotations
+
+import typing
+
+from .. import operator, entities
+
+
+@operator.operator_class(name='update', help='更新程序', usage='!update', privilege=2)
+class UpdateCommand(operator.CommandOperator):
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
+        yield entities.CommandReturn(text='不再支持通过命令更新，请查看 LangBot 文档。')

pkg/command/operators/version.py

@@ -2,15 +2,12 @@ from __future__ import annotations
 
 import typing
 
-from .. import operator
-from langbot_plugin.api.entities.builtin.command import context as command_context
+from .. import operator, entities
 
 
 @operator.operator_class(name='version', help='显示版本信息', usage='!version')
 class VersionCommand(operator.CommandOperator):
-    async def execute(
-        self, context: command_context.ExecuteContext
-    ) -> typing.AsyncGenerator[command_context.CommandReturn, None]:
+    async def execute(self, context: entities.ExecuteContext) -> typing.AsyncGenerator[entities.CommandReturn, None]:
         reply_str = f'当前版本: \n{self.ap.ver_mgr.get_current_version()}'
 
         try:
@@ -19,4 +16,4 @@ class VersionCommand(operator.CommandOperator):
         except Exception:
             pass
 
-        yield command_context.CommandReturn(text=reply_str.strip())
+        yield entities.CommandReturn(text=reply_str.strip())

pkg/config/impls/json.py

@@ -6,7 +6,7 @@ from .. import model as file_model
 
 
 class JSONConfigFile(file_model.ConfigFile):
-    """JSON配置文件"""
+    """JSON config file"""
 
     def __init__(
         self,
@@ -42,7 +42,7 @@ class JSONConfigFile(file_model.ConfigFile):
             try:
                 cfg = json.load(f)
             except json.JSONDecodeError as e:
-                raise Exception(f'配置文件 {self.config_file_name} 语法错误: {e}')
+                raise Exception(f'Syntax error in config file {self.config_file_name}: {e}')
 
         if completion:
             for key in self.template_data:

pkg/config/impls/pymodule.py

@@ -7,13 +7,13 @@ from .. import model as file_model
 
 
 class PythonModuleConfigFile(file_model.ConfigFile):
-    """Python模块配置文件"""
+    """Python module config file"""
 
     config_file_name: str = None
-    """配置文件名"""
+    """Config file name"""
 
     template_file_name: str = None
-    """模板文件名"""
+    """Template file name"""
 
     def __init__(self, config_file_name: str, template_file_name: str) -> None:
         self.config_file_name = config_file_name
@@ -42,7 +42,7 @@ class PythonModuleConfigFile(file_model.ConfigFile):
 
             cfg[key] = getattr(module, key)
 
-        # 从模板模块文件中进行补全
+        # complete from template module file
         if completion:
             module_name = os.path.splitext(os.path.basename(self.template_file_name))[0]
             module = importlib.import_module(module_name)
@@ -60,7 +60,7 @@ class PythonModuleConfigFile(file_model.ConfigFile):
         return cfg
 
     async def save(self, data: dict):
-        logging.warning('Python模块配置文件不支持保存')
+        logging.warning('Python module config file does not support saving')
 
     def save_sync(self, data: dict):
-        logging.warning('Python模块配置文件不支持保存')
+        logging.warning('Python module config file does not support saving')

pkg/config/impls/yaml.py

@@ -6,7 +6,7 @@ from .. import model as file_model
 
 
 class YAMLConfigFile(file_model.ConfigFile):
-    """YAML配置文件"""
+    """YAML config file"""
 
     def __init__(
         self,
@@ -42,7 +42,7 @@ class YAMLConfigFile(file_model.ConfigFile):
             try:
                 cfg = yaml.load(f, Loader=yaml.FullLoader)
             except yaml.YAMLError as e:
-                raise Exception(f'配置文件 {self.config_file_name} 语法错误: {e}')
+                raise Exception(f'Syntax error in config file {self.config_file_name}: {e}')
 
         if completion:
             for key in self.template_data:

pkg/config/manager.py

@@ -5,27 +5,27 @@ from .impls import pymodule, json as json_file, yaml as yaml_file
 
 
 class ConfigManager:
-    """配置文件管理器"""
+    """Config file manager"""
 
     name: str = None
-    """配置管理器名"""
+    """Config manager name"""
 
     description: str = None
-    """配置管理器描述"""
+    """Config manager description"""
 
     schema: dict = None
-    """配置文件 schema
-    需要符合 JSON Schema Draft 7 规范
+    """Config file schema
+    Must conform to JSON Schema Draft 7 specification
     """
 
     file: file_model.ConfigFile = None
-    """配置文件实例"""
+    """Config file instance"""
 
     data: dict = None
-    """配置数据"""
+    """Config data"""
 
     doc_link: str = None
-    """配置文件文档链接"""
+    """Config file documentation link"""
 
     def __init__(self, cfg_file: file_model.ConfigFile) -> None:
         self.file = cfg_file
@@ -42,15 +42,15 @@ class ConfigManager:
 
 
 async def load_python_module_config(config_name: str, template_name: str, completion: bool = True) -> ConfigManager:
-    """加载Python模块配置文件
+    """Load Python module config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        completion (bool): Whether to automatically complete the config file in memory
 
     Returns:
-        ConfigManager: 配置文件管理器
+        ConfigManager: Config file manager
     """
     cfg_inst = pymodule.PythonModuleConfigFile(config_name, template_name)
 
@@ -66,13 +66,13 @@ async def load_json_config(
     template_data: dict = None,
     completion: bool = True,
 ) -> ConfigManager:
-    """加载JSON配置文件
+    """Load JSON config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        template_data (dict): 模板数据
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        template_data (dict): Template data
+        completion (bool): Whether to automatically complete the config file in memory
     """
     cfg_inst = json_file.JSONConfigFile(config_name, template_name, template_data)
 
@@ -88,16 +88,16 @@ async def load_yaml_config(
     template_data: dict = None,
     completion: bool = True,
 ) -> ConfigManager:
-    """加载YAML配置文件
+    """Load YAML config file
 
     Args:
-        config_name (str): 配置文件名
-        template_name (str): 模板文件名
-        template_data (dict): 模板数据
-        completion (bool): 是否自动补全内存中的配置文件
+        config_name (str): Config file name
+        template_name (str): Template file name
+        template_data (dict): Template data
+        completion (bool): Whether to automatically complete the config file in memory
 
     Returns:
-        ConfigManager: 配置文件管理器
+        ConfigManager: Config file manager
     """
     cfg_inst = yaml_file.YAMLConfigFile(config_name, template_name, template_data)
 

pkg/config/model.py

@@ -2,16 +2,16 @@ import abc
 
 
 class ConfigFile(metaclass=abc.ABCMeta):
-    """配置文件抽象类"""
+    """Config file abstract class"""
 
     config_file_name: str = None
-    """配置文件名"""
+    """Config file name"""
 
     template_file_name: str = None
-    """模板文件名"""
+    """Template file name"""
 
     template_data: dict = None
-    """模板数据"""
+    """Template data"""
 
     @abc.abstractmethod
     def exists(self) -> bool:

pkg/core/app.py

@@ -3,6 +3,7 @@ from __future__ import annotations
 import logging
 import asyncio
 import traceback
+import sys
 import os
 
 from ..platform import botmgr as im_mgr
@@ -11,7 +12,7 @@ from ..provider.modelmgr import modelmgr as llm_model_mgr
 from ..provider.tools import toolmgr as llm_tool_mgr
 from ..config import manager as config_mgr
 from ..command import cmdmgr
-from ..plugin import connector as plugin_connector
+from ..plugin import manager as plugin_mgr
 from ..pipeline import pool
 from ..pipeline import controller, pipelinemgr
 from ..utils import version as version_mgr, proxy as proxy_mgr, announce as announce_mgr
@@ -21,15 +22,18 @@ from ..api.http.service import user as user_service
 from ..api.http.service import model as model_service
 from ..api.http.service import pipeline as pipeline_service
 from ..api.http.service import bot as bot_service
+from ..api.http.service import knowledge as knowledge_service
 from ..discover import engine as discover_engine
 from ..storage import mgr as storagemgr
 from ..utils import logcache
 from . import taskmgr
 from . import entities as core_entities
+from ..rag.knowledge import kbmgr as rag_mgr
+from ..vector import mgr as vectordb_mgr
 
 
 class Application:
-    """运行时应用对象和上下文"""
+    """Runtime application object and context"""
 
     event_loop: asyncio.AbstractEventLoop = None
 
@@ -46,10 +50,12 @@ class Application:
 
     model_mgr: llm_model_mgr.ModelManager = None
 
-    # TODO 移动到 pipeline 里
+    rag_mgr: rag_mgr.RAGManager = None
+
+    # TODO move to pipeline
     tool_mgr: llm_tool_mgr.ToolManager = None
 
-    # ======= 配置管理器 =======
+    # ======= Config manager =======
 
     command_cfg: config_mgr.ConfigManager = None  # deprecated
 
@@ -63,7 +69,7 @@ class Application:
 
     instance_config: config_mgr.ConfigManager = None
 
-    # ======= 元数据配置管理器 =======
+    # ======= Metadata config manager =======
 
     sensitive_meta: config_mgr.ConfigManager = None
 
@@ -74,7 +80,7 @@ class Application:
 
     # =========================
 
-    plugin_connector: plugin_connector.PluginRuntimeConnector = None
+    plugin_mgr: plugin_mgr.PluginManager = None
 
     query_pool: pool.QueryPool = None
 
@@ -92,6 +98,8 @@ class Application:
 
     persistence_mgr: persistencemgr.PersistenceManager = None
 
+    vector_db_mgr: vectordb_mgr.VectorDBManager = None
+
     http_ctrl: http_controller.HTTPController = None
 
     log_cache: logcache.LogCache = None
@@ -102,12 +110,16 @@ class Application:
 
     user_service: user_service.UserService = None
 
-    model_service: model_service.ModelsService = None
+    llm_model_service: model_service.LLMModelsService = None
+
+    embedding_models_service: model_service.EmbeddingModelsService = None
 
     pipeline_service: pipeline_service.PipelineService = None
 
     bot_service: bot_service.BotService = None
 
+    knowledge_service: knowledge_service.KnowledgeService = None
+
     def __init__(self):
         pass
 
@@ -116,7 +128,7 @@ class Application:
 
     async def run(self):
         try:
-            await self.plugin_connector.initialize_plugins()
+            await self.plugin_mgr.initialize_plugins()
 
             # 后续可能会允许动态重启其他任务
             # 故为了防止程序在非 Ctrl-C 情况下退出，这里创建一个不会结束的协程
@@ -142,6 +154,7 @@ class Application:
                 name='http-api-controller',
                 scopes=[core_entities.LifecycleControlScope.APPLICATION],
             )
+
             self.task_mgr.create_task(
                 never_ending(),
                 name='never-ending-task',
@@ -153,14 +166,11 @@ class Application:
         except asyncio.CancelledError:
             pass
         except Exception as e:
-            self.logger.error(f'应用运行致命异常: {e}')
+            self.logger.error(f'Application runtime fatal exception: {e}')
             self.logger.debug(f'Traceback: {traceback.format_exc()}')
 
-    def dispose(self):
-        self.plugin_connector.dispose()
-
     async def print_web_access_info(self):
-        """打印访问 webui 的提示"""
+        """Print access webui tips"""
 
         if not os.path.exists(os.path.join('.', 'web/out')):
             self.logger.warning('WebUI 文件缺失，请根据文档部署：https://docs.langbot.app/zh')
@@ -185,3 +195,59 @@ class Application:
 """.strip()
         for line in tips.split('\n'):
             self.logger.info(line)
+
+    async def reload(
+        self,
+        scope: core_entities.LifecycleControlScope,
+    ):
+        match scope:
+            case core_entities.LifecycleControlScope.PLATFORM.value:
+                self.logger.info('Hot reload scope=' + scope)
+                await self.platform_mgr.shutdown()
+
+                self.platform_mgr = im_mgr.PlatformManager(self)
+
+                await self.platform_mgr.initialize()
+
+                self.task_mgr.create_task(
+                    self.platform_mgr.run(),
+                    name='platform-manager',
+                    scopes=[
+                        core_entities.LifecycleControlScope.APPLICATION,
+                        core_entities.LifecycleControlScope.PLATFORM,
+                    ],
+                )
+            case core_entities.LifecycleControlScope.PLUGIN.value:
+                self.logger.info('Hot reload scope=' + scope)
+                await self.plugin_mgr.destroy_plugins()
+
+                # 删除 sys.module 中所有的 plugins/* 下的模块
+                for mod in list(sys.modules.keys()):
+                    if mod.startswith('plugins.'):
+                        del sys.modules[mod]
+
+                self.plugin_mgr = plugin_mgr.PluginManager(self)
+                await self.plugin_mgr.initialize()
+
+                await self.plugin_mgr.initialize_plugins()
+
+                await self.plugin_mgr.load_plugins()
+                await self.plugin_mgr.initialize_plugins()
+            case core_entities.LifecycleControlScope.PROVIDER.value:
+                self.logger.info('Hot reload scope=' + scope)
+
+                await self.tool_mgr.shutdown()
+
+                llm_model_mgr_inst = llm_model_mgr.ModelManager(self)
+                await llm_model_mgr_inst.initialize()
+                self.model_mgr = llm_model_mgr_inst
+
+                llm_session_mgr_inst = llm_session_mgr.SessionManager(self)
+                await llm_session_mgr_inst.initialize()
+                self.sess_mgr = llm_session_mgr_inst
+
+                llm_tool_mgr_inst = llm_tool_mgr.ToolManager(self)
+                await llm_tool_mgr_inst.initialize()
+                self.tool_mgr = llm_tool_mgr_inst
+            case _:
+                pass

pkg/core/boot.py

@@ -8,7 +8,7 @@ from . import app
 from . import stage
 from ..utils import constants, importutil
 
-# 引入启动阶段实现以便注册
+# Import startup stage implementation to register
 from . import stages
 
 importutil.import_modules_in_pkg(stages)
@@ -25,7 +25,7 @@ stage_order = [
 
 
 async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
-    # 确定是否为调试模式
+    # Determine if it is debug mode
     if 'DEBUG' in os.environ and os.environ['DEBUG'] in ['true', '1']:
         constants.debug_mode = True
 
@@ -33,7 +33,7 @@ async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
 
     ap.event_loop = loop
 
-    # 执行启动阶段
+    # Execute startup stage
     for stage_name in stage_order:
         stage_cls = stage.preregistered_stages[stage_name]
         stage_inst = stage_cls()
@@ -47,12 +47,12 @@ async def make_app(loop: asyncio.AbstractEventLoop) -> app.Application:
 
 async def main(loop: asyncio.AbstractEventLoop):
     try:
-        # 挂系统信号处理
+        # Hang system signal processing
         import signal
 
         def signal_handler(sig, frame):
-            app_inst.dispose()
-            print('[Signal] 程序退出.')
+            print('[Signal] Program exit.')
+            # ap.shutdown()
             os._exit(0)
 
         signal.signal(signal.SIGINT, signal_handler)

pkg/core/bootutils/deps.py

@@ -2,8 +2,8 @@ import pip
 import os
 from ...utils import pkgmgr
 
-# 检查依赖，防止用户未安装
-# 左边为引入名称，右边为依赖名称
+# Check dependencies to prevent users from not installing
+# Left is the import name, right is the dependency name
 required_deps = {
     'requests': 'requests',
     'openai': 'openai',
@@ -65,7 +65,7 @@ async def install_deps(deps: list[str]):
 async def precheck_plugin_deps():
     print('[Startup] Prechecking plugin dependencies...')
 
-    # 只有在plugins目录存在时才执行插件依赖安装
+    # Only execute plugin dependency installation when the plugins directory exists
     if os.path.exists('plugins'):
         for dir in os.listdir('plugins'):
             subdir = os.path.join('plugins', dir)

pkg/core/bootutils/log.py

@@ -17,7 +17,7 @@ log_colors_config = {
 
 
 async def init_logging(extra_handlers: list[logging.Handler] = None) -> logging.Logger:
-    # 删除所有现有的logger
+    # Remove all existing loggers
     for handler in logging.root.handlers[:]:
         logging.root.removeHandler(handler)
 
@@ -54,13 +54,13 @@ async def init_logging(extra_handlers: list[logging.Handler] = None) -> logging.
         handler.setFormatter(color_formatter)
         qcg_logger.addHandler(handler)
 
-    qcg_logger.debug('日志初始化完成，日志级别：%s' % level)
+    qcg_logger.debug('Logging initialized, log level: %s' % level)
     logging.basicConfig(
-        level=logging.CRITICAL,  # 设置日志输出格式
+        level=logging.CRITICAL,  # Set log output format
         format='[DEPR][%(asctime)s.%(msecs)03d] %(pathname)s (%(lineno)d) - [%(levelname)s] :\n%(message)s',
-        # 日志输出的格式
-        # -8表示占位符，让输出左对齐，输出长度都为8位
-        datefmt='%Y-%m-%d %H:%M:%S',  # 时间输出的格式
+        # Log output format
+        # -8 is a placeholder, left-align the output, and output length is 8
+        datefmt='%Y-%m-%d %H:%M:%S',  # Time output format
         handlers=[logging.NullHandler()],
     )
 

pkg/core/entities.py

@@ -1,6 +1,18 @@
 from __future__ import annotations
 
 import enum
+import typing
+import datetime
+import asyncio
+
+import pydantic.v1 as pydantic
+
+from ..provider import entities as llm_entities
+from ..provider.modelmgr import requester
+from ..provider.tools import entities as tools_entities
+from ..platform import adapter as msadapter
+from ..platform.types import message as platform_message
+from ..platform.types import events as platform_events
 
 
 class LifecycleControlScope(enum.Enum):
@@ -8,3 +20,159 @@ class LifecycleControlScope(enum.Enum):
     PLATFORM = 'platform'
     PLUGIN = 'plugin'
     PROVIDER = 'provider'
+
+
+class LauncherTypes(enum.Enum):
+    """一个请求的发起者类型"""
+
+    PERSON = 'person'
+    """私聊"""
+
+    GROUP = 'group'
+    """群聊"""
+
+
+class Query(pydantic.BaseModel):
+    """一次请求的信息封装"""
+
+    query_id: int
+    """请求ID，添加进请求池时生成"""
+
+    launcher_type: LauncherTypes
+    """会话类型，platform处理阶段设置"""
+
+    launcher_id: typing.Union[int, str]
+    """会话ID，platform处理阶段设置"""
+
+    sender_id: typing.Union[int, str]
+    """发送者ID，platform处理阶段设置"""
+
+    message_event: platform_events.MessageEvent
+    """事件，platform收到的原始事件"""
+
+    message_chain: platform_message.MessageChain
+    """消息链，platform收到的原始消息链"""
+
+    bot_uuid: typing.Optional[str] = None
+    """机器人UUID。"""
+
+    pipeline_uuid: typing.Optional[str] = None
+    """流水线UUID。"""
+
+    pipeline_config: typing.Optional[dict[str, typing.Any]] = None
+    """流水线配置，由 Pipeline 在运行开始时设置。"""
+
+    adapter: msadapter.MessagePlatformAdapter
+    """消息平台适配器对象，单个app中可能启用了多个消息平台适配器，此对象表明发起此query的适配器"""
+
+    session: typing.Optional[Session] = None
+    """会话对象，由前置处理器阶段设置"""
+
+    messages: typing.Optional[list[llm_entities.Message]] = []
+    """历史消息列表，由前置处理器阶段设置"""
+
+    prompt: typing.Optional[llm_entities.Prompt] = None
+    """情景预设内容，由前置处理器阶段设置"""
+
+    user_message: typing.Optional[llm_entities.Message] = None
+    """此次请求的用户消息对象，由前置处理器阶段设置"""
+
+    variables: typing.Optional[dict[str, typing.Any]] = None
+    """变量，由前置处理器阶段设置。在prompt中嵌入或由 Runner 传递到 LLMOps 平台。"""
+
+    use_llm_model: typing.Optional[requester.RuntimeLLMModel] = None
+    """使用的对话模型，由前置处理器阶段设置"""
+
+    use_funcs: typing.Optional[list[tools_entities.LLMFunction]] = None
+    """使用的函数，由前置处理器阶段设置"""
+
+    resp_messages: (
+        typing.Optional[list[llm_entities.Message]]
+        | typing.Optional[list[platform_message.MessageChain]]
+        | typing.Optional[list[llm_entities.MessageChunk]]
+    ) = []
+    """由Process阶段生成的回复消息对象列表"""
+
+    resp_message_chain: typing.Optional[list[platform_message.MessageChain]] = None
+    """回复消息链，从resp_messages包装而得"""
+
+    # ======= 内部保留 =======
+    current_stage: typing.Optional['pkg.pipeline.pipelinemgr.StageInstContainer'] = None
+    """当前所处阶段"""
+
+    class Config:
+        arbitrary_types_allowed = True
+
+    # ========== 插件可调用的 API（请求 API） ==========
+
+    def set_variable(self, key: str, value: typing.Any):
+        """设置变量"""
+        if self.variables is None:
+            self.variables = {}
+        self.variables[key] = value
+
+    def get_variable(self, key: str) -> typing.Any:
+        """获取变量"""
+        if self.variables is None:
+            return None
+        return self.variables.get(key)
+
+    def get_variables(self) -> dict[str, typing.Any]:
+        """获取所有变量"""
+        if self.variables is None:
+            return {}
+        return self.variables
+
+
+class Conversation(pydantic.BaseModel):
+    """对话，包含于 Session 中，一个 Session 可以有多个历史 Conversation，但只有一个当前使用的 Conversation"""
+
+    prompt: llm_entities.Prompt
+
+    messages: list[llm_entities.Message]
+
+    create_time: typing.Optional[datetime.datetime] = pydantic.Field(default_factory=datetime.datetime.now)
+
+    update_time: typing.Optional[datetime.datetime] = pydantic.Field(default_factory=datetime.datetime.now)
+
+    use_llm_model: typing.Optional[requester.RuntimeLLMModel] = None
+
+    use_funcs: typing.Optional[list[tools_entities.LLMFunction]]
+
+    pipeline_uuid: str
+    """流水线UUID。"""
+
+    bot_uuid: str
+    """机器人UUID。"""
+
+    uuid: typing.Optional[str] = None
+    """该对话的 uuid，在创建时不会自动生成。而是当使用 Dify API 等由外部管理对话信息的服务时，用于绑定外部的会话。具体如何使用，取决于 Runner。"""
+
+    class Config:
+        arbitrary_types_allowed = True
+
+
+class Session(pydantic.BaseModel):
+    """会话，一个 Session 对应一个 {launcher_type.value}_{launcher_id}"""
+
+    launcher_type: LauncherTypes
+
+    launcher_id: typing.Union[int, str]
+
+    sender_id: typing.Optional[typing.Union[int, str]] = 0
+
+    use_prompt_name: typing.Optional[str] = 'default'
+
+    using_conversation: typing.Optional[Conversation] = None
+
+    conversations: typing.Optional[list[Conversation]] = pydantic.Field(default_factory=list)
+
+    create_time: typing.Optional[datetime.datetime] = pydantic.Field(default_factory=datetime.datetime.now)
+
+    update_time: typing.Optional[datetime.datetime] = pydantic.Field(default_factory=datetime.datetime.now)
+
+    semaphore: typing.Optional[asyncio.Semaphore] = None
+    """当前会话的信号量，用于限制并发"""
+
+    class Config:
+        arbitrary_types_allowed = True

pkg/core/migration.py

@@ -7,11 +7,11 @@ from . import app
 
 
 preregistered_migrations: list[typing.Type[Migration]] = []
-"""当前阶段暂不支持扩展"""
+"""Currently not supported for extension"""
 
 
 def migration_class(name: str, number: int):
-    """注册一个迁移"""
+    """Register a migration"""
 
     def decorator(cls: typing.Type[Migration]) -> typing.Type[Migration]:
         cls.name = name
@@ -23,7 +23,7 @@ def migration_class(name: str, number: int):
 
 
 class Migration(abc.ABC):
-    """一个版本的迁移"""
+    """A version migration"""
 
     name: str
 
@@ -36,10 +36,10 @@ class Migration(abc.ABC):
 
     @abc.abstractmethod
     async def need_migrate(self) -> bool:
-        """判断当前环境是否需要运行此迁移"""
+        """Determine if the current environment needs to run this migration"""
         pass
 
     @abc.abstractmethod
     async def run(self):
-        """执行迁移"""
+        """Run migration"""
         pass

pkg/core/note.py

@@ -9,7 +9,7 @@ preregistered_notes: list[typing.Type[LaunchNote]] = []
 
 
 def note_class(name: str, number: int):
-    """注册一个启动信息"""
+    """Register a launch information"""
 
     def decorator(cls: typing.Type[LaunchNote]) -> typing.Type[LaunchNote]:
         cls.name = name
@@ -21,7 +21,7 @@ def note_class(name: str, number: int):
 
 
 class LaunchNote(abc.ABC):
-    """启动信息"""
+    """Launch information"""
 
     name: str
 
@@ -34,10 +34,10 @@ class LaunchNote(abc.ABC):
 
     @abc.abstractmethod
     async def need_show(self) -> bool:
-        """判断当前环境是否需要显示此启动信息"""
+        """Determine if the current environment needs to display this launch information"""
         pass
 
     @abc.abstractmethod
     async def yield_note(self) -> typing.AsyncGenerator[typing.Tuple[str, int], None]:
-        """生成启动信息"""
+        """Generate launch information"""
         pass

pkg/core/notes/n001_classic_msgs.py

@@ -7,7 +7,7 @@ from .. import note
 
 @note.note_class('ClassicNotes', 1)
 class ClassicNotes(note.LaunchNote):
-    """经典启动信息"""
+    """Classic launch information"""
 
     async def need_show(self) -> bool:
         return True

pkg/core/notes/n002_selection_mode_on_windows.py

@@ -9,7 +9,7 @@ from .. import note
 
 @note.note_class('SelectionModeOnWindows', 2)
 class SelectionModeOnWindows(note.LaunchNote):
-    """Windows 上的选择模式提示信息"""
+    """Selection mode prompt information on Windows"""
 
     async def need_show(self) -> bool:
         return os.name == 'nt'
@@ -19,3 +19,8 @@ class SelectionModeOnWindows(note.LaunchNote):
             """您正在使用 Windows 系统，若窗口左上角显示处于”选择“模式，程序将被暂停运行，此时请右键窗口中空白区域退出选择模式。""",
             logging.INFO,
         )
+
+        yield (
+            """You are using Windows system, if the top left corner of the window displays "Selection" mode, the program will be paused running, please right-click on the blank area in the window to exit the selection mode.""",
+            logging.INFO,
+        )

pkg/core/stage.py

@@ -7,9 +7,9 @@ from . import app
 
 
 preregistered_stages: dict[str, typing.Type[BootingStage]] = {}
-"""预注册的请求处理阶段。在初始化时，所有请求处理阶段类会被注册到此字典中。
+"""Pre-registered request processing stages. All request processing stage classes are registered in this dictionary during initialization.
 
-当前阶段暂不支持扩展
+Currently not supported for extension
 """
 
 
@@ -22,11 +22,11 @@ def stage_class(name: str):
 
 
 class BootingStage(abc.ABC):
-    """启动阶段"""
+    """Booting stage"""
 
     name: str = None
 
     @abc.abstractmethod
     async def run(self, ap: app.Application):
-        """启动"""
+        """Run"""
         pass

pkg/core/stages/build_app.py

@@ -1,15 +1,15 @@
 from __future__ import annotations
 
-import asyncio
 
 from .. import stage, app
 from ...utils import version, proxy, announce
 from ...pipeline import pool, controller, pipelinemgr
-from ...plugin import connector as plugin_connector
+from ...plugin import manager as plugin_mgr
 from ...command import cmdmgr
 from ...provider.session import sessionmgr as llm_session_mgr
 from ...provider.modelmgr import modelmgr as llm_model_mgr
 from ...provider.tools import toolmgr as llm_tool_mgr
+from ...rag.knowledge import kbmgr as rag_mgr
 from ...platform import botmgr as im_mgr
 from ...persistence import mgr as persistencemgr
 from ...api.http.controller import main as http_controller
@@ -17,18 +17,20 @@ from ...api.http.service import user as user_service
 from ...api.http.service import model as model_service
 from ...api.http.service import pipeline as pipeline_service
 from ...api.http.service import bot as bot_service
+from ...api.http.service import knowledge as knowledge_service
 from ...discover import engine as discover_engine
 from ...storage import mgr as storagemgr
 from ...utils import logcache
+from ...vector import mgr as vectordb_mgr
 from .. import taskmgr
 
 
 @stage.stage_class('BuildAppStage')
 class BuildAppStage(stage.BootingStage):
-    """构建应用阶段"""
+    """Build LangBot application"""
 
     async def run(self, ap: app.Application):
-        """构建app对象的各个组件对象并初始化"""
+        """Build LangBot application"""
         ap.task_mgr = taskmgr.AsyncTaskManager(ap)
 
         discover = discover_engine.ComponentDiscoveryEngine(ap)
@@ -43,7 +45,7 @@ class BuildAppStage(stage.BootingStage):
         await ver_mgr.initialize()
         ap.ver_mgr = ver_mgr
 
-        # 发送公告
+        # Send announcement
         ann_mgr = announce.AnnouncementManager(ap)
         ap.ann_mgr = ann_mgr
 
@@ -60,13 +62,10 @@ class BuildAppStage(stage.BootingStage):
         ap.persistence_mgr = persistence_mgr_inst
         await persistence_mgr_inst.initialize()
 
-        async def runtime_disconnect_callback(connector: plugin_connector.PluginRuntimeConnector) -> None:
-            await asyncio.sleep(3)
-            await plugin_connector_inst.initialize()
-
-        plugin_connector_inst = plugin_connector.PluginRuntimeConnector(ap, runtime_disconnect_callback)
-        await plugin_connector_inst.initialize()
-        ap.plugin_connector = plugin_connector_inst
+        plugin_mgr_inst = plugin_mgr.PluginManager(ap)
+        await plugin_mgr_inst.initialize()
+        ap.plugin_mgr = plugin_mgr_inst
+        await plugin_mgr_inst.load_plugins()
 
         cmd_mgr_inst = cmdmgr.CommandManager(ap)
         await cmd_mgr_inst.initialize()
@@ -92,6 +91,15 @@ class BuildAppStage(stage.BootingStage):
         await pipeline_mgr.initialize()
         ap.pipeline_mgr = pipeline_mgr
 
+        rag_mgr_inst = rag_mgr.RAGManager(ap)
+        await rag_mgr_inst.initialize()
+        ap.rag_mgr = rag_mgr_inst
+
+        # 初始化向量数据库管理器
+        vectordb_mgr_inst = vectordb_mgr.VectorDBManager(ap)
+        await vectordb_mgr_inst.initialize()
+        ap.vector_db_mgr = vectordb_mgr_inst
+
         http_ctrl = http_controller.HTTPController(ap)
         await http_ctrl.initialize()
         ap.http_ctrl = http_ctrl
@@ -99,8 +107,11 @@ class BuildAppStage(stage.BootingStage):
         user_service_inst = user_service.UserService(ap)
         ap.user_service = user_service_inst
 
-        model_service_inst = model_service.ModelsService(ap)
-        ap.model_service = model_service_inst
+        llm_model_service_inst = model_service.LLMModelsService(ap)
+        ap.llm_model_service = llm_model_service_inst
+
+        embedding_models_service_inst = model_service.EmbeddingModelsService(ap)
+        ap.embedding_models_service = embedding_models_service_inst
 
         pipeline_service_inst = pipeline_service.PipelineService(ap)
         ap.pipeline_service = pipeline_service_inst
@@ -108,5 +119,8 @@ class BuildAppStage(stage.BootingStage):
         bot_service_inst = bot_service.BotService(ap)
         ap.bot_service = bot_service_inst
 
+        knowledge_service_inst = knowledge_service.KnowledgeService(ap)
+        ap.knowledge_service = knowledge_service_inst
+
         ctrl = controller.Controller(ap)
         ap.ctrl = ctrl

pkg/core/stages/genkeys.py

@@ -7,11 +7,18 @@ from .. import stage, app
 
 @stage.stage_class('GenKeysStage')
 class GenKeysStage(stage.BootingStage):
-    """生成密钥阶段"""
+    """Generate keys stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Generate keys"""
 
         if not ap.instance_config.data['system']['jwt']['secret']:
             ap.instance_config.data['system']['jwt']['secret'] = secrets.token_hex(16)
             await ap.instance_config.dump_config()
+
+        if 'recovery_key' not in ap.instance_config.data['system']:
+            ap.instance_config.data['system']['recovery_key'] = ''
+
+        if not ap.instance_config.data['system']['recovery_key']:
+            ap.instance_config.data['system']['recovery_key'] = secrets.token_hex(3).upper()
+            await ap.instance_config.dump_config()

pkg/core/stages/load_config.py

@@ -8,10 +8,10 @@ from ..bootutils import config
 
 @stage.stage_class('LoadConfigStage')
 class LoadConfigStage(stage.BootingStage):
-    """加载配置文件阶段"""
+    """Load config file stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Load config file"""
 
         # ======= deprecated =======
         if os.path.exists('data/config/command.json'):

pkg/core/stages/migrate.py

@@ -11,10 +11,13 @@ importutil.import_modules_in_pkg(migrations)
 
 @stage.stage_class('MigrationStage')
 class MigrationStage(stage.BootingStage):
-    """迁移阶段"""
+    """Migration stage
+
+    These migrations are legacy, only performed in version 3.x
+    """
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Run migration"""
 
         if any(
             [
@@ -29,7 +32,7 @@ class MigrationStage(stage.BootingStage):
 
         migrations = migration.preregistered_migrations
 
-        # 按照迁移号排序
+        # Sort by migration number
         migrations.sort(key=lambda x: x.number)
 
         for migration_cls in migrations:
@@ -37,4 +40,4 @@ class MigrationStage(stage.BootingStage):
 
             if await migration_instance.need_migrate():
                 await migration_instance.run()
-                print(f'已执行迁移 {migration_instance.name}')
+                print(f'Migration {migration_instance.name} executed')

pkg/core/stages/setup_logger.py

@@ -8,7 +8,7 @@ from ..bootutils import log
 
 class PersistenceHandler(logging.Handler, object):
     """
-    保存日志到数据库
+    Save logs to database
     """
 
     ap: app.Application
@@ -19,9 +19,9 @@ class PersistenceHandler(logging.Handler, object):
 
     def emit(self, record):
         """
-        emit函数为自定义handler类时必重写的函数，这里可以根据需要对日志消息做一些处理，比如发送日志到服务器
+        emit function is a required function for custom handler classes, here you can process the log messages as needed, such as sending logs to the server
 
-        发出记录(Emit a record)
+        Emit a record
         """
         try:
             msg = self.format(record)
@@ -34,10 +34,10 @@ class PersistenceHandler(logging.Handler, object):
 
 @stage.stage_class('SetupLoggerStage')
 class SetupLoggerStage(stage.BootingStage):
-    """设置日志器阶段"""
+    """Setup logger stage"""
 
     async def run(self, ap: app.Application):
-        """启动"""
+        """Setup logger"""
         persistence_handler = PersistenceHandler('LoggerHandler', ap)
 
         extra_handlers = []

pkg/core/stages/show_notes.py

@@ -12,10 +12,10 @@ importutil.import_modules_in_pkg(notes)
 
 @stage.stage_class('ShowNotesStage')
 class ShowNotesStage(stage.BootingStage):
-    """显示启动信息阶段"""
+    """Show notes stage"""
 
     async def run(self, ap: app.Application):
-        # 排序
+        # Sort
         note.preregistered_notes.sort(key=lambda x: x.number)
 
         for note_cls in note.preregistered_notes:

pkg/core/taskmgr.py

@@ -9,13 +9,13 @@ from . import entities as core_entities
 
 
 class TaskContext:
-    """任务跟踪上下文"""
+    """Task tracking context"""
 
     current_action: str
-    """当前正在执行的动作"""
+    """Current action being executed"""
 
     log: str
-    """记录日志"""
+    """Log"""
 
     def __init__(self):
         self.current_action = 'default'
@@ -58,40 +58,40 @@ placeholder_context: TaskContext | None = None
 
 
 class TaskWrapper:
-    """任务包装器"""
+    """Task wrapper"""
 
     _id_index: int = 0
-    """任务ID索引"""
+    """Task ID index"""
 
     id: int
-    """任务ID"""
+    """Task ID"""
 
-    task_type: str = 'system'  # 任务类型: system 或 user
-    """任务类型"""
+    task_type: str = 'system'  # Task type: system or user
+    """Task type"""
 
-    kind: str = 'system_task'  # 由发起者确定任务种类，通常同质化的任务种类相同
-    """任务种类"""
+    kind: str = 'system_task'  # Task type determined by the initiator, usually the same task type
+    """Task type"""
 
     name: str = ''
-    """任务唯一名称"""
+    """Task unique name"""
 
     label: str = ''
-    """任务显示名称"""
+    """Task display name"""
 
     task_context: TaskContext
-    """任务上下文"""
+    """Task context"""
 
     task: asyncio.Task
-    """任务"""
+    """Task"""
 
     task_stack: list = None
-    """任务堆栈"""
+    """Task stack"""
 
     ap: app.Application
-    """应用实例"""
+    """Application instance"""
 
     scopes: list[core_entities.LifecycleControlScope]
-    """任务所属生命周期控制范围"""
+    """Task scope"""
 
     def __init__(
         self,
@@ -165,13 +165,13 @@ class TaskWrapper:
 
 
 class AsyncTaskManager:
-    """保存app中的所有异步任务
-    包含系统级的和用户级（插件安装、更新等由用户直接发起的）的"""
+    """Save all asynchronous tasks in the app
+    Include system-level and user-level (plugin installation, update, etc. initiated by users directly)"""
 
     ap: app.Application
 
     tasks: list[TaskWrapper]
-    """所有任务"""
+    """All tasks"""
 
     def __init__(self, ap: app.Application):
         self.ap = ap

pkg/entity/persistence/bot.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class Bot(Base):
-    """机器人"""
+    """Bot"""
 
     __tablename__ = 'bots'
 

pkg/entity/persistence/bstorage.py

@@ -1,22 +0,0 @@
-import sqlalchemy
-
-from .base import Base
-
-
-class BinaryStorage(Base):
-    """Current for plugin use only"""
-
-    __tablename__ = 'binary_storages'
-
-    unique_key = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True)
-    key = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
-    owner_type = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
-    owner = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
-    value = sqlalchemy.Column(sqlalchemy.LargeBinary, nullable=False)
-    created_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, server_default=sqlalchemy.func.now())
-    updated_at = sqlalchemy.Column(
-        sqlalchemy.DateTime,
-        nullable=False,
-        server_default=sqlalchemy.func.now(),
-        onupdate=sqlalchemy.func.now(),
-    )

pkg/entity/persistence/metadata.py

@@ -12,7 +12,7 @@ initial_metadata = [
 
 
 class Metadata(Base):
-    """数据库元数据"""
+    """Database metadata"""
 
     __tablename__ = 'metadata'
 

pkg/entity/persistence/model.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class LLMModel(Base):
-    """LLM 模型"""
+    """LLM model"""
 
     __tablename__ = 'llm_models'
 
@@ -23,3 +23,24 @@ class LLMModel(Base):
         server_default=sqlalchemy.func.now(),
         onupdate=sqlalchemy.func.now(),
     )
+
+
+class EmbeddingModel(Base):
+    """Embedding 模型"""
+
+    __tablename__ = 'embedding_models'
+
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    name = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    description = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    requester = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    requester_config = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default={})
+    api_keys = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
+    extra_args = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default={})
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, server_default=sqlalchemy.func.now())
+    updated_at = sqlalchemy.Column(
+        sqlalchemy.DateTime,
+        nullable=False,
+        server_default=sqlalchemy.func.now(),
+        onupdate=sqlalchemy.func.now(),
+    )

pkg/entity/persistence/pipeline.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class LegacyPipeline(Base):
-    """旧版流水线"""
+    """Legacy pipeline"""
 
     __tablename__ = 'legacy_pipelines'
 
@@ -20,13 +20,12 @@ class LegacyPipeline(Base):
     )
     for_version = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
     is_default = sqlalchemy.Column(sqlalchemy.Boolean, nullable=False, default=False)
-
     stages = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
     config = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
 
 
 class PipelineRunRecord(Base):
-    """流水线运行记录"""
+    """Pipeline run record"""
 
     __tablename__ = 'pipeline_run_records'
 
@@ -43,3 +42,4 @@ class PipelineRunRecord(Base):
     started_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False)
     finished_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False)
     result = sqlalchemy.Column(sqlalchemy.JSON, nullable=False)
+    knowledge_base_uuid = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)

pkg/entity/persistence/plugin.py

@@ -4,7 +4,7 @@ from .base import Base
 
 
 class PluginSetting(Base):
-    """插件配置"""
+    """Plugin setting"""
 
     __tablename__ = 'plugin_settings'
 
@@ -13,8 +13,6 @@ class PluginSetting(Base):
     enabled = sqlalchemy.Column(sqlalchemy.Boolean, nullable=False, default=True)
     priority = sqlalchemy.Column(sqlalchemy.Integer, nullable=False, default=0)
     config = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default=dict)
-    install_source = sqlalchemy.Column(sqlalchemy.String(255), nullable=False, default='github')
-    install_info = sqlalchemy.Column(sqlalchemy.JSON, nullable=False, default=dict)
     created_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, server_default=sqlalchemy.func.now())
     updated_at = sqlalchemy.Column(
         sqlalchemy.DateTime,

pkg/entity/persistence/rag.py

@@ -0,0 +1,50 @@
+import sqlalchemy
+from .base import Base
+
+# Base = declarative_base()
+# DATABASE_URL = os.getenv('DATABASE_URL', 'sqlite:///./rag_knowledge.db')
+# print("Using database URL:", DATABASE_URL)
+
+
+# engine = create_engine(DATABASE_URL, connect_args={'check_same_thread': False})
+
+# SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+
+# def create_db_and_tables():
+#     """Creates all database tables defined in the Base."""
+#     Base.metadata.create_all(bind=engine)
+#     print('Database tables created or already exist.')
+
+
+class KnowledgeBase(Base):
+    __tablename__ = 'knowledge_bases'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    name = sqlalchemy.Column(sqlalchemy.String, index=True)
+    description = sqlalchemy.Column(sqlalchemy.Text)
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, default=sqlalchemy.func.now())
+    embedding_model_uuid = sqlalchemy.Column(sqlalchemy.String, default='')
+    top_k = sqlalchemy.Column(sqlalchemy.Integer, default=5)
+
+
+class File(Base):
+    __tablename__ = 'knowledge_base_files'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    kb_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)
+    file_name = sqlalchemy.Column(sqlalchemy.String)
+    extension = sqlalchemy.Column(sqlalchemy.String)
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, default=sqlalchemy.func.now())
+    status = sqlalchemy.Column(sqlalchemy.String, default='pending')  # pending, processing, completed, failed
+
+
+class Chunk(Base):
+    __tablename__ = 'knowledge_base_chunks'
+    uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+    file_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True)
+    text = sqlalchemy.Column(sqlalchemy.Text)
+
+
+# class Vector(Base):
+#     __tablename__ = 'knowledge_base_vectors'
+#     uuid = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True, unique=True)
+#     chunk_id = sqlalchemy.Column(sqlalchemy.String, nullable=True)
+#     embedding = sqlalchemy.Column(sqlalchemy.LargeBinary)

pkg/entity/persistence/vector.py

@@ -0,0 +1,13 @@
+from sqlalchemy import Column, Integer, ForeignKey, LargeBinary
+from sqlalchemy.orm import declarative_base, relationship
+
+Base = declarative_base()
+
+
+class Vector(Base):
+    __tablename__ = 'vectors'
+    id = Column(Integer, primary_key=True, index=True)
+    chunk_id = Column(Integer, ForeignKey('chunks.id'), unique=True)
+    embedding = Column(LargeBinary)  # Store embeddings as binary
+
+    chunk = relationship('Chunk', back_populates='vector')

pkg/entity/rag/retriever.py

@@ -0,0 +1,13 @@
+from __future__ import annotations
+
+import pydantic
+
+from typing import Any
+
+
+class RetrieveResultEntry(pydantic.BaseModel):
+    id: str
+
+    metadata: dict[str, Any]
+
+    distance: float

pkg/persistence/database.py

@@ -11,7 +11,7 @@ preregistered_managers: list[type[BaseDatabaseManager]] = []
 
 
 def manager_class(name: str) -> None:
-    """注册一个数据库管理类"""
+    """Register a database manager class"""
 
     def decorator(cls: type[BaseDatabaseManager]) -> type[BaseDatabaseManager]:
         cls.name = name
@@ -22,7 +22,7 @@ def manager_class(name: str) -> None:
 
 
 class BaseDatabaseManager(abc.ABC):
-    """基础数据库管理类"""
+    """Base database manager class"""
 
     name: str
 

pkg/persistence/databases/sqlite.py

@@ -7,7 +7,7 @@ from .. import database
 
 @database.manager_class('sqlite')
 class SQLiteDatabaseManager(database.BaseDatabaseManager):
-    """SQLite 数据库管理类"""
+    """SQLite database manager"""
 
     async def initialize(self) -> None:
         sqlite_path = 'data/langbot.db'

pkg/persistence/mgr.py

@@ -22,12 +22,12 @@ importutil.import_modules_in_pkg(persistence)
 
 
 class PersistenceManager:
-    """持久化模块管理器"""
+    """Persistence module manager"""
 
     ap: app.Application
 
     db: database.BaseDatabaseManager
-    """数据库管理器"""
+    """Database manager"""
 
     meta: sqlalchemy.MetaData
 
@@ -44,38 +44,6 @@ class PersistenceManager:
 
         await self.create_tables()
 
-        # run migrations
-        database_version = await self.execute_async(
-            sqlalchemy.select(metadata.Metadata).where(metadata.Metadata.key == 'database_version')
-        )
-
-        database_version = int(database_version.fetchone()[1])
-        required_database_version = constants.required_database_version
-
-        if database_version < required_database_version:
-            migrations = migration.preregistered_db_migrations
-            migrations.sort(key=lambda x: x.number)
-
-            last_migration_number = database_version
-
-            for migration_cls in migrations:
-                migration_instance = migration_cls(self.ap)
-
-                if (
-                    migration_instance.number > database_version
-                    and migration_instance.number <= required_database_version
-                ):
-                    await migration_instance.upgrade()
-                    await self.execute_async(
-                        sqlalchemy.update(metadata.Metadata)
-                        .where(metadata.Metadata.key == 'database_version')
-                        .values({'value': str(migration_instance.number)})
-                    )
-                    last_migration_number = migration_instance.number
-                    self.ap.logger.info(f'Migration {migration_instance.number} completed.')
-
-            self.ap.logger.info(f'Successfully upgraded database to version {last_migration_number}.')
-
     async def create_tables(self):
         # create tables
         async with self.get_db_engine().connect() as conn:
@@ -111,7 +79,7 @@ class PersistenceManager:
                 'stages': pipeline_service.default_stage_order,
                 'is_default': True,
                 'name': 'ChatPipeline',
-                'description': '默认提供的流水线，您配置的机器人、第一个模型将自动绑定到此流水线',
+                'description': 'Default pipeline, new bots will be bound to this pipeline | 默认提供的流水线，您配置的机器人将自动绑定到此流水线',
                 'config': pipeline_config,
             }
 
@@ -119,6 +87,38 @@ class PersistenceManager:
 
         # =================================
 
+        # run migrations
+        database_version = await self.execute_async(
+            sqlalchemy.select(metadata.Metadata).where(metadata.Metadata.key == 'database_version')
+        )
+
+        database_version = int(database_version.fetchone()[1])
+        required_database_version = constants.required_database_version
+
+        if database_version < required_database_version:
+            migrations = migration.preregistered_db_migrations
+            migrations.sort(key=lambda x: x.number)
+
+            last_migration_number = database_version
+
+            for migration_cls in migrations:
+                migration_instance = migration_cls(self.ap)
+
+                if (
+                    migration_instance.number > database_version
+                    and migration_instance.number <= required_database_version
+                ):
+                    await migration_instance.upgrade()
+                    await self.execute_async(
+                        sqlalchemy.update(metadata.Metadata)
+                        .where(metadata.Metadata.key == 'database_version')
+                        .values({'value': str(migration_instance.number)})
+                    )
+                    last_migration_number = migration_instance.number
+                    self.ap.logger.info(f'Migration {migration_instance.number} completed.')
+
+            self.ap.logger.info(f'Successfully upgraded database to version {last_migration_number}.')
+
     async def execute_async(self, *args, **kwargs) -> sqlalchemy.engine.cursor.CursorResult:
         async with self.get_db_engine().connect() as conn:
             result = await conn.execute(*args, **kwargs)
@@ -128,13 +128,10 @@ class PersistenceManager:
     def get_db_engine(self) -> sqlalchemy_asyncio.AsyncEngine:
         return self.db.get_engine()
 
-    def serialize_model(
-        self, model: typing.Type[sqlalchemy.Base], data: sqlalchemy.Base, masked_columns: list[str] = []
-    ) -> dict:
+    def serialize_model(self, model: typing.Type[sqlalchemy.Base], data: sqlalchemy.Base) -> dict:
         return {
             column.name: getattr(data, column.name)
             if not isinstance(getattr(data, column.name), (datetime.datetime))
             else getattr(data, column.name).isoformat()
             for column in model.__table__.columns
-            if column.name not in masked_columns
         }

pkg/persistence/migration.py

@@ -10,7 +10,7 @@ preregistered_db_migrations: list[typing.Type[DBMigration]] = []
 
 
 def migration_class(number: int):
-    """迁移类装饰器"""
+    """Migration class decorator"""
 
     def wrapper(cls: typing.Type[DBMigration]) -> typing.Type[DBMigration]:
         cls.number = number
@@ -21,20 +21,20 @@ def migration_class(number: int):
 
 
 class DBMigration(abc.ABC):
-    """数据库迁移"""
+    """Database migration"""
 
     number: int
-    """迁移号"""
+    """Migration number"""
 
     def __init__(self, ap: app.Application):
         self.ap = ap
 
     @abc.abstractmethod
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         pass
 
     @abc.abstractmethod
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm001_migrate_v3_config.py

@@ -15,21 +15,21 @@ from ...entity.persistence import (
 
 @migration.migration_class(1)
 class DBMigrateV3Config(migration.DBMigration):
-    """从 v3 的配置迁移到 v4 的数据库"""
+    """Migrate v3 config to v4 database"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         """
-        将 data/config 下的所有配置文件进行迁移。
-        迁移后，之前的配置文件都保存到 data/legacy/config 下。
-        迁移后，data/metadata/ 下的所有配置文件都保存到 data/legacy/metadata 下。
+        Migrate all config files under data/config.
+        After migration, all previous config files are saved under data/legacy/config.
+        After migration, all config files under data/metadata/ are saved under data/legacy/metadata.
         """
 
         if self.ap.provider_cfg is None:
             return
 
-        # ======= 迁移模型 =======
-        # 只迁移当前选中的模型
+        # ======= Migrate model =======
+        # Only migrate the currently selected model
         model_name = self.ap.provider_cfg.data.get('model', 'gpt-4o')
 
         model_requester = 'openai-chat-completions'
@@ -91,8 +91,8 @@ class DBMigrateV3Config(migration.DBMigration):
             sqlalchemy.insert(persistence_model.LLMModel).values(**llm_model_data)
         )
 
-        # ======= 迁移流水线配置 =======
-        # 修改到默认流水线
+        # ======= Migrate pipeline config =======
+        # Modify to default pipeline
         default_pipeline = [
             self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
             for pipeline in (
@@ -184,8 +184,8 @@ class DBMigrateV3Config(migration.DBMigration):
                 .where(persistence_pipeline.LegacyPipeline.uuid == default_pipeline['uuid'])
             )
 
-        # ======= 迁移机器人 =======
-        # 只迁移启用的机器人
+        # ======= Migrate bot =======
+        # Only migrate enabled bots
         for adapter in self.ap.platform_cfg.data.get('platform-adapters', []):
             if not adapter.get('enable'):
                 continue
@@ -207,7 +207,7 @@ class DBMigrateV3Config(migration.DBMigration):
 
             await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_bot.Bot).values(**bot_data))
 
-        # ======= 迁移系统设置 =======
+        # ======= Migrate system settings =======
         self.ap.instance_config.data['admins'] = self.ap.system_cfg.data['admin-sessions']
         self.ap.instance_config.data['api']['port'] = self.ap.system_cfg.data['http-api']['port']
         self.ap.instance_config.data['command'] = {
@@ -223,7 +223,7 @@ class DBMigrateV3Config(migration.DBMigration):
         await self.ap.instance_config.dump_config()
 
         # ======= move files =======
-        # 迁移 data/config 下的所有配置文件
+        # Migrate all config files under data/config
         all_legacy_dir_name = [
             'config',
             # 'metadata',
@@ -246,4 +246,4 @@ class DBMigrateV3Config(migration.DBMigration):
             move_legacy_files(dir_name)
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""

pkg/persistence/migrations/dbm002_combine_quote_msg_config.py

@@ -7,10 +7,10 @@ from ...entity.persistence import pipeline as persistence_pipeline
 
 @migration.migration_class(2)
 class DBMigrateCombineQuoteMsgConfig(migration.DBMigration):
-    """引用消息合并配置"""
+    """Combine quote message config"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         # read all pipelines
         pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
 
@@ -37,5 +37,5 @@ class DBMigrateCombineQuoteMsgConfig(migration.DBMigration):
             )
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm003_n8n_config.py

@@ -7,10 +7,10 @@ from ...entity.persistence import pipeline as persistence_pipeline
 
 @migration.migration_class(3)
 class DBMigrateN8nConfig(migration.DBMigration):
-    """N8n配置"""
+    """N8n config"""
 
     async def upgrade(self):
-        """升级"""
+        """Upgrade"""
         # read all pipelines
         pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
 
@@ -45,5 +45,5 @@ class DBMigrateN8nConfig(migration.DBMigration):
             )
 
     async def downgrade(self):
-        """降级"""
+        """Downgrade"""
         pass

pkg/persistence/migrations/dbm004_plugin_config.py

@@ -1,20 +0,0 @@
-from .. import migration
-
-
-@migration.migration_class(4)
-class DBMigratePluginConfig(migration.DBMigration):
-    """插件配置"""
-
-    async def upgrade(self):
-        """升级"""
-
-        if 'plugin' not in self.ap.instance_config.data:
-            self.ap.instance_config.data['plugin'] = {
-                'runtime_ws_url': 'ws://localhost:5400/control/ws',
-            }
-
-            await self.ap.instance_config.dump_config()
-
-    async def downgrade(self):
-        """降级"""
-        pass

pkg/persistence/migrations/dbm004_rag_kb_uuid.py

@@ -0,0 +1,38 @@
+from .. import migration
+
+import sqlalchemy
+
+from ...entity.persistence import pipeline as persistence_pipeline
+
+
+@migration.migration_class(4)
+class DBMigrateRAGKBUUID(migration.DBMigration):
+    """RAG知识库UUID"""
+
+    async def upgrade(self):
+        """升级"""
+        # read all pipelines
+        pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+
+        for pipeline in pipelines:
+            serialized_pipeline = self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
+
+            config = serialized_pipeline['config']
+
+            if 'knowledge-base' not in config['ai']['local-agent']:
+                config['ai']['local-agent']['knowledge-base'] = ''
+
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.update(persistence_pipeline.LegacyPipeline)
+                .where(persistence_pipeline.LegacyPipeline.uuid == serialized_pipeline['uuid'])
+                .values(
+                    {
+                        'config': config,
+                        'for_version': self.ap.ver_mgr.get_current_version(),
+                    }
+                )
+            )
+
+    async def downgrade(self):
+        """降级"""
+        pass

pkg/persistence/migrations/dbm005_pipeline_remove_cot_config.py

@@ -0,0 +1,38 @@
+from .. import migration
+
+import sqlalchemy
+
+from ...entity.persistence import pipeline as persistence_pipeline
+
+
+@migration.migration_class(5)
+class DBMigratePipelineRemoveCotConfig(migration.DBMigration):
+    """Pipeline remove cot config"""
+
+    async def upgrade(self):
+        """Upgrade"""
+        # read all pipelines
+        pipelines = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_pipeline.LegacyPipeline))
+
+        for pipeline in pipelines:
+            serialized_pipeline = self.ap.persistence_mgr.serialize_model(persistence_pipeline.LegacyPipeline, pipeline)
+
+            config = serialized_pipeline['config']
+
+            if 'remove-think' not in config['output']['misc']:
+                config['output']['misc']['remove-think'] = True
+
+            await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.update(persistence_pipeline.LegacyPipeline)
+                .where(persistence_pipeline.LegacyPipeline.uuid == serialized_pipeline['uuid'])
+                .values(
+                    {
+                        'config': config,
+                        'for_version': self.ap.ver_mgr.get_current_version(),
+                    }
+                )
+            )
+
+    async def downgrade(self):
+        """Downgrade"""
+        pass

pkg/persistence/migrations/dbm005_plugin_install_source.py

@@ -1,32 +0,0 @@
-import sqlalchemy
-from .. import migration
-
-
-@migration.migration_class(5)
-class DBMigratePluginInstallSource(migration.DBMigration):
-    """插件安装来源"""
-
-    async def upgrade(self):
-        """升级"""
-        # 查询表结构获取所有列名（异步执行 SQL）
-        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.text('PRAGMA table_info(plugin_settings);'))
-        # fetchall() 是同步方法，无需 await
-        columns = [row[1] for row in result.fetchall()]
-
-        # 检查并添加 install_source 列
-        if 'install_source' not in columns:
-            await self.ap.persistence_mgr.execute_async(
-                sqlalchemy.text(
-                    "ALTER TABLE plugin_settings ADD COLUMN install_source VARCHAR(255) NOT NULL DEFAULT 'github'"
-                )
-            )
-
-        # 检查并添加 install_info 列
-        if 'install_info' not in columns:
-            await self.ap.persistence_mgr.execute_async(
-                sqlalchemy.text("ALTER TABLE plugin_settings ADD COLUMN install_info JSON NOT NULL DEFAULT '{}'")
-            )
-
-    async def downgrade(self):
-        """降级"""
-        pass

pkg/pipeline/bansess/bansess.py

@@ -1,20 +1,20 @@
 from __future__ import annotations
 
 from .. import stage, entities
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+from ...core import entities as core_entities
 
 
 @stage.stage_class('BanSessionCheckStage')
 class BanSessionCheckStage(stage.PipelineStage):
-    """访问控制处理阶段
+    """Access control processing stage
 
-    仅检查query中群号或个人号是否在访问控制列表中。
+    Only check if the group or personal number in the query is in the access control list.
     """
 
     async def initialize(self, pipeline_config: dict):
         pass
 
-    async def process(self, query: pipeline_query.Query, stage_inst_name: str) -> entities.StageProcessResult:
+    async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
         found = False
 
         mode = query.pipeline_config['trigger']['access-control']['mode']
@@ -41,5 +41,7 @@ class BanSessionCheckStage(stage.PipelineStage):
         return entities.StageProcessResult(
             result_type=entities.ResultType.CONTINUE if ctn else entities.ResultType.INTERRUPT,
             new_query=query,
-            console_notice=f'根据访问控制忽略消息: {query.launcher_type.value}_{query.launcher_id}' if not ctn else '',
+            console_notice=f'Ignore message according to access control: {query.launcher_type.value}_{query.launcher_id}'
+            if not ctn
+            else '',
         )

pkg/pipeline/cntfilter/cntfilter.py

@@ -3,11 +3,12 @@ from __future__ import annotations
 from ...core import app
 
 from .. import stage, entities
+from ...core import entities as core_entities
 from . import filter as filter_model, entities as filter_entities
-from langbot_plugin.api.entities.builtin.provider import message as provider_message
-import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from ...provider import entities as llm_entities
+from ...platform.types import message as platform_message
 from ...utils import importutil
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+
 from . import filters
 
 importutil.import_modules_in_pkg(filters)
@@ -57,7 +58,7 @@ class ContentFilterStage(stage.PipelineStage):
     async def _pre_process(
         self,
         message: str,
-        query: pipeline_query.Query,
+        query: core_entities.Query,
     ) -> entities.StageProcessResult:
         """请求llm前处理消息
         只要有一个不通过就不放行，只放行 PASS 的消息
@@ -85,14 +86,14 @@ class ContentFilterStage(stage.PipelineStage):
                     elif result.level == filter_entities.ResultLevel.PASS:  # 传到下一个
                         message = result.replacement
 
-            query.message_chain = platform_message.MessageChain([platform_message.Plain(text=message)])
+            query.message_chain = platform_message.MessageChain(platform_message.Plain(message))
 
             return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
 
     async def _post_process(
         self,
         message: str,
-        query: pipeline_query.Query,
+        query: core_entities.Query,
     ) -> entities.StageProcessResult:
         """请求llm后处理响应
         只要是 PASS 或者 MASKED 的就通过此 filter，将其 replacement 设置为message，进入下一个 filter
@@ -122,7 +123,7 @@ class ContentFilterStage(stage.PipelineStage):
 
             return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
 
-    async def process(self, query: pipeline_query.Query, stage_inst_name: str) -> entities.StageProcessResult:
+    async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
         """处理"""
         if stage_inst_name == 'PreContentFilterStage':
             contain_non_text = False
@@ -141,7 +142,7 @@ class ContentFilterStage(stage.PipelineStage):
             return await self._pre_process(str(query.message_chain).strip(), query)
         elif stage_inst_name == 'PostContentFilterStage':
             # 仅处理 query.resp_messages[-1].content 是 str 的情况
-            if isinstance(query.resp_messages[-1], provider_message.Message) and isinstance(
+            if isinstance(query.resp_messages[-1], llm_entities.Message) and isinstance(
                 query.resp_messages[-1].content, str
             ):
                 return await self._post_process(query.resp_messages[-1].content, query)

pkg/pipeline/cntfilter/entities.py

@@ -1,6 +1,6 @@
 import enum
 
-import pydantic
+import pydantic.v1 as pydantic
 
 
 class ResultLevel(enum.Enum):

pkg/pipeline/cntfilter/filter.py

@@ -3,9 +3,9 @@ from __future__ import annotations
 import abc
 import typing
 
-from ...core import app
+from ...core import app, entities as core_entities
 from . import entities
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+
 
 preregistered_filters: list[typing.Type[ContentFilter]] = []
 
@@ -13,13 +13,13 @@ preregistered_filters: list[typing.Type[ContentFilter]] = []
 def filter_class(
     name: str,
 ) -> typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]:
-    """内容过滤器类装饰器
+    """Content filter class decorator
 
     Args:
-        name (str): 过滤器名称
+        name (str): Filter name
 
     Returns:
-        typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]: 装饰器
+        typing.Callable[[typing.Type[ContentFilter]], typing.Type[ContentFilter]]: Decorator
     """
 
     def decorator(cls: typing.Type[ContentFilter]) -> typing.Type[ContentFilter]:
@@ -35,7 +35,7 @@ def filter_class(
 
 
 class ContentFilter(metaclass=abc.ABCMeta):
-    """内容过滤器抽象类"""
+    """Content filter abstract class"""
 
     name: str
 
@@ -46,31 +46,31 @@ class ContentFilter(metaclass=abc.ABCMeta):
 
     @property
     def enable_stages(self):
-        """启用的阶段
+        """Enabled stages
 
-        默认为消息请求AI前后的两个阶段。
+        Default is the two stages before and after the message request to AI.
 
-        entity.EnableStage.PRE: 消息请求AI前，此时需要检查的内容是用户的输入消息。
-        entity.EnableStage.POST: 消息请求AI后，此时需要检查的内容是AI的回复消息。
+        entity.EnableStage.PRE: Before message request to AI, the content to check is the user's input message.
+        entity.EnableStage.POST: After message request to AI, the content to check is the AI's reply message.
         """
         return [entities.EnableStage.PRE, entities.EnableStage.POST]
 
     async def initialize(self):
-        """初始化过滤器"""
+        """Initialize filter"""
         pass
 
     @abc.abstractmethod
-    async def process(self, query: pipeline_query.Query, message: str = None, image_url=None) -> entities.FilterResult:
-        """处理消息
+    async def process(self, query: core_entities.Query, message: str = None, image_url=None) -> entities.FilterResult:
+        """Process message
 
-        分为前后阶段，具体取决于 enable_stages 的值。
-        对于内容过滤器来说，不需要考虑消息所处的阶段，只需要检查消息内容即可。
+        It is divided into two stages, depending on the value of enable_stages.
+        For content filters, you do not need to consider the stage of the message, you only need to check the message content.
 
         Args:
-            message (str): 需要检查的内容
-            image_url (str): 要检查的图片的 URL
+            message (str): Content to check
+            image_url (str): URL of the image to check
 
         Returns:
-            entities.FilterResult: 过滤结果，具体内容请查看 entities.FilterResult 类的文档
+            entities.FilterResult: Filter result, please refer to the documentation of entities.FilterResult class
         """
         raise NotImplementedError

pkg/pipeline/cntfilter/filters/baiduexamine.py

@@ -4,7 +4,8 @@ import aiohttp
 
 from .. import entities
 from .. import filter as filter_model
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+from ....core import entities as core_entities
+
 
 BAIDU_EXAMINE_URL = 'https://aip.baidubce.com/rest/2.0/solution/v1/text_censor/v2/user_defined?access_token={}'
 BAIDU_EXAMINE_TOKEN_URL = 'https://aip.baidubce.com/oauth/2.0/token'
@@ -26,7 +27,7 @@ class BaiduCloudExamine(filter_model.ContentFilter):
             ) as resp:
                 return (await resp.json())['access_token']
 
-    async def process(self, query: pipeline_query.Query, message: str) -> entities.FilterResult:
+    async def process(self, query: core_entities.Query, message: str) -> entities.FilterResult:
         async with aiohttp.ClientSession() as session:
             async with session.post(
                 BAIDU_EXAMINE_URL.format(await self._get_token()),

pkg/pipeline/cntfilter/filters/banwords.py

@@ -3,17 +3,17 @@ import re
 
 from .. import filter as filter_model
 from .. import entities
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+from ....core import entities as core_entities
 
 
 @filter_model.filter_class('ban-word-filter')
 class BanWordFilter(filter_model.ContentFilter):
-    """根据内容过滤"""
+    """Filter content"""
 
     async def initialize(self):
         pass
 
-    async def process(self, query: pipeline_query.Query, message: str) -> entities.FilterResult:
+    async def process(self, query: core_entities.Query, message: str) -> entities.FilterResult:
         found = False
 
         for word in self.ap.sensitive_meta.data['words']:

pkg/pipeline/cntfilter/filters/cntignore.py

@@ -3,12 +3,12 @@ import re
 
 from .. import entities
 from .. import filter as filter_model
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+from ....core import entities as core_entities
 
 
 @filter_model.filter_class('content-ignore')
 class ContentIgnore(filter_model.ContentFilter):
-    """根据内容忽略消息"""
+    """Ignore message according to content"""
 
     @property
     def enable_stages(self):
@@ -16,7 +16,7 @@ class ContentIgnore(filter_model.ContentFilter):
             entities.EnableStage.PRE,
         ]
 
-    async def process(self, query: pipeline_query.Query, message: str) -> entities.FilterResult:
+    async def process(self, query: core_entities.Query, message: str) -> entities.FilterResult:
         if 'prefix' in query.pipeline_config['trigger']['ignore-rules']:
             for rule in query.pipeline_config['trigger']['ignore-rules']['prefix']:
                 if message.startswith(rule):
@@ -24,7 +24,7 @@ class ContentIgnore(filter_model.ContentFilter):
                         level=entities.ResultLevel.BLOCK,
                         replacement='',
                         user_notice='',
-                        console_notice='根据 ignore_rules 中的 prefix 规则，忽略消息',
+                        console_notice='Ignore message according to prefix rule in ignore_rules',
                     )
 
         if 'regexp' in query.pipeline_config['trigger']['ignore-rules']:
@@ -34,7 +34,7 @@ class ContentIgnore(filter_model.ContentFilter):
                         level=entities.ResultLevel.BLOCK,
                         replacement='',
                         user_notice='',
-                        console_notice='根据 ignore_rules 中的 regexp 规则，忽略消息',
+                        console_notice='Ignore message according to regexp rule in ignore_rules',
                     )
 
         return entities.FilterResult(

pkg/pipeline/controller.py

@@ -3,10 +3,7 @@ from __future__ import annotations
 import asyncio
 import traceback
 
-from ..core import app
-from ..core import entities as core_entities
-
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
+from ..core import app, entities
 
 
 class Controller:
@@ -25,19 +22,19 @@ class Controller:
         """事件处理循环"""
         try:
             while True:
-                selected_query: pipeline_query.Query = None
+                selected_query: entities.Query = None
 
                 # 取请求
                 async with self.ap.query_pool:
-                    queries: list[pipeline_query.Query] = self.ap.query_pool.queries
+                    queries: list[entities.Query] = self.ap.query_pool.queries
 
                     for query in queries:
                         session = await self.ap.sess_mgr.get_session(query)
                         self.ap.logger.debug(f'Checking query {query} session {session}')
 
-                        if not session._semaphore.locked():
+                        if not session.semaphore.locked():
                             selected_query = query
-                            await session._semaphore.acquire()
+                            await session.semaphore.acquire()
 
                             break
 
@@ -49,7 +46,7 @@ class Controller:
 
                 if selected_query:
 
-                    async def _process_query(selected_query: pipeline_query.Query):
+                    async def _process_query(selected_query: entities.Query):
                         async with self.semaphore:  # 总并发上限
                             # find pipeline
                             # Here firstly find the bot, then find the pipeline, in case the bot adapter's config is not the latest one.
@@ -62,7 +59,7 @@ class Controller:
                                     await pipeline.run(selected_query)
 
                         async with self.ap.query_pool:
-                            (await self.ap.sess_mgr.get_session(selected_query))._semaphore.release()
+                            (await self.ap.sess_mgr.get_session(selected_query)).semaphore.release()
                             # 通知其他协程，有新的请求可以处理了
                             self.ap.query_pool.condition.notify_all()
 
@@ -71,8 +68,8 @@ class Controller:
                         kind='query',
                         name=f'query-{selected_query.query_id}',
                         scopes=[
-                            core_entities.LifecycleControlScope.APPLICATION,
-                            core_entities.LifecycleControlScope.PLATFORM,
+                            entities.LifecycleControlScope.APPLICATION,
+                            entities.LifecycleControlScope.PLATFORM,
                         ],
                     )
 

pkg/pipeline/entities.py

@@ -3,10 +3,10 @@ from __future__ import annotations
 import enum
 import typing
 
-import pydantic
+import pydantic.v1 as pydantic
+from ..platform.types import message as platform_message
 
-import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
-import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from ..core import entities
 
 
 class ResultType(enum.Enum):
@@ -20,7 +20,7 @@ class ResultType(enum.Enum):
 class StageProcessResult(pydantic.BaseModel):
     result_type: ResultType
 
-    new_query: pipeline_query.Query
+    new_query: entities.Query
 
     user_notice: typing.Optional[
         typing.Union[