chore: release v4.1.1

Add GitHub link redirection for front-end plugin cards (#1579 )
* Update package.json * Update PluginMarketComponent.tsx * Update PluginMarketComponent.tsx * Update package.json * Update PluginCardComponent.tsx * perf: no display github button when plugin has no github url --------- Co-authored-by: Junyan Qin <rockchinq@gmail.com>
2025-11-25 19:37:36 +08:00 · 2025-07-26 19:28:34 +08:00 · 2025-07-26 19:22:00 +08:00 · 2025-07-24 22:42:26 +08:00 · 2025-07-24 22:29:25 +08:00 · 2025-07-24 22:05:15 +08:00
242 changed files with 11454 additions and 1506 deletions
--- a/.github/ISSUE_TEMPLATE/bug-report_en.yml
+++ b/.github/ISSUE_TEMPLATE/bug-report_en.yml
@@ -19,7 +19,7 @@ body:
  - type: textarea
    attributes:
      label: Reproduction steps
-      description: How to reproduce this problem, the more detailed the better; the more information you provide, the faster we will solve the problem.
+      description: How to reproduce this problem, the more detailed the better; the more information you provide, the faster we will solve the problem. 【注意】请务必认真填写此部分，若不提供完整信息（如只有一两句话的概括），我们将不会回复！
    validations:
      required: false
  - type: textarea
--- a/.github/pull_request_template.md
+++ b/.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.

--- a/.gitignore
+++ b/.gitignore
@@ -42,4 +42,5 @@ botpy.log*
 test.py
 /web_ui
 .venv/
-uv.lock
+uv.lock
+/test
--- a/.python-version
+++ b/.python-version
@@ -1 +0,0 @@
-3.12
--- a/README.md
+++ b/README.md
@@ -1,52 +1,38 @@

 <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>
+简体中文 / [English](README_EN.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](README.md) / [English](README_EN.md) / [日本語](README_JP.md) / (PR for your language)

 </div>

 </p>

-> 近期 GeWeChat 项目归档，我们已经适配 WeChatPad 协议端，个微恢复正常使用，详情请查看文档。
-
-## ✨ 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
 ```
@@ -73,23 +59,25 @@ 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

@@ -97,19 +85,14 @@ docker compose up -d
 | --- | --- | --- |
 | QQ 个人号 | ✅ | QQ 个人号私聊、群聊 |
 | QQ 官方机器人 | ✅ | QQ 官方机器人，支持频道、私聊、群聊 |
-| 企业微信 | ✅ |  |
+| 微信 | ✅ |  |
 | 企微对外客服 | ✅ |  |
-| 个人微信 | ✅ |  |
 | 微信公众号 | ✅ |  |
 | 飞书 | ✅ |  |
 | 钉钉 | ✅ |  |
 | Discord | ✅ |  |
 | Telegram | ✅ |  |
 | Slack | ✅ |  |
-| LINE | 🚧 |  |
-| WhatsApp | 🚧 |  |
-
-🚧: 正在开发中

 ### 大模型能力

@@ -121,7 +104,9 @@ 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 |
 | [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 |
@@ -149,8 +134,8 @@ 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>
--- a/README_EN.md
+++ b/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>
+[简体中文](README.md) / English / [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](README_EN.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">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

@@ -116,8 +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) |
 | [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 |
@@ -130,8 +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>
--- a/README_JP.md
+++ b/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>
+[简体中文](README.md) / [English](README_EN.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.md) / [English](README_EN.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

@@ -115,7 +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) |
 | [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 |
@@ -129,8 +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>
--- a/libs/dify_service_api/test.py
+++ b/libs/dify_service_api/test.py
@@ -1,4 +1,4 @@
-from v1 import client
+from v1 import client  # type: ignore

 import asyncio

@@ -8,19 +8,13 @@ import json

 class TestDifyClient:
    async def test_chat_messages(self):
-        cln = client.AsyncDifyServiceClient(
-            api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL')
-        )
+        cln = client.AsyncDifyServiceClient(api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL'))

-        async for chunk in cln.chat_messages(
-            inputs={}, query='调用工具查看现在几点？', user='test'
-        ):
+        async for chunk in cln.chat_messages(inputs={}, query='调用工具查看现在几点？', user='test'):
            print(json.dumps(chunk, ensure_ascii=False, indent=4))

    async def test_upload_file(self):
-        cln = client.AsyncDifyServiceClient(
-            api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL')
-        )
+        cln = client.AsyncDifyServiceClient(api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL'))

        file_bytes = open('img.png', 'rb').read()

@@ -32,9 +26,7 @@ class TestDifyClient:
        print(json.dumps(resp, ensure_ascii=False, indent=4))

    async def test_workflow_run(self):
-        cln = client.AsyncDifyServiceClient(
-            api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL')
-        )
+        cln = client.AsyncDifyServiceClient(api_key=os.getenv('DIFY_API_KEY'), base_url=os.getenv('DIFY_BASE_URL'))

        # resp = await cln.workflow_run(inputs={}, user="test")
        # # print(json.dumps(resp, ensure_ascii=False, indent=4))
--- a/libs/dingtalk_api/EchoHandler.py
+++ b/libs/dingtalk_api/EchoHandler.py
@@ -1,5 +1,5 @@
 import asyncio
-import dingtalk_stream
+import dingtalk_stream  # type: ignore
 from dingtalk_stream import AckMessage


@@ -27,9 +27,3 @@ class EchoTextHandler(dingtalk_stream.ChatbotHandler):
            await asyncio.sleep(0.1)  # 异步等待，避免阻塞

        return self.incoming_message
-
-
-async def get_dingtalk_client(client_id, client_secret):
-    from api import DingTalkClient  # 延迟导入，避免循环导入
-
-    return DingTalkClient(client_id, client_secret)
--- a/libs/dingtalk_api/api.py
+++ b/libs/dingtalk_api/api.py
@@ -2,7 +2,7 @@ import base64
 import json
 import time
 from typing import Callable
-import dingtalk_stream
+import dingtalk_stream  # type: ignore
 from .EchoHandler import EchoTextHandler
 from .dingtalkevent import DingTalkEvent
 import httpx
@@ -49,8 +49,8 @@ class DingTalkClient:
                    self.access_token = response_data.get('accessToken')
                    expires_in = int(response_data.get('expireIn', 7200))
                    self.access_token_expiry_time = time.time() + expires_in - 60
-            except Exception as e:
-                await self.logger.error("failed to get access token in dingtalk")
+            except Exception:
+                await self.logger.error('failed to get access token in dingtalk')

    async def is_token_expired(self):
        """检查token是否过期"""
@@ -75,7 +75,7 @@ class DingTalkClient:
                result = response.json()
                download_url = result.get('downloadUrl')
            else:
-                await self.logger.error(f"failed to get download url: {response.json()}")
+                await self.logger.error(f'failed to get download url: {response.json()}')

        if download_url:
            return await self.download_url_to_base64(download_url)
@@ -86,10 +86,11 @@ class DingTalkClient:

            if response.status_code == 200:
                file_bytes = response.content
-                base64_str = base64.b64encode(file_bytes).decode('utf-8')  # 返回字符串格式
-                return base64_str
+                mime_type = response.headers.get('Content-Type', 'application/octet-stream')
+                base64_str = base64.b64encode(file_bytes).decode('utf-8')
+                return f'data:{mime_type};base64,{base64_str}'
            else:
-                await self.logger.error(f"failed to get files: {response.json()}")
+                await self.logger.error(f'failed to get files: {response.json()}')

    async def get_audio_url(self, download_code: str):
        if not await self.check_access_token():
@@ -105,7 +106,7 @@ class DingTalkClient:
                if download_url:
                    return await self.download_url_to_base64(download_url)
                else:
-                    await self.logger.error(f"failed to get audio: {response.json()}")
+                    await self.logger.error(f'failed to get audio: {response.json()}')
            else:
                raise Exception(f'Error: {response.status_code}, {response.text}')

@@ -117,12 +118,12 @@ class DingTalkClient:
            if event:
                await self._handle_message(event)

-    async def send_message(self, content: str, incoming_message,at:bool):      
+    async def send_message(self, content: str, incoming_message, at: bool):
        if self.markdown_card:
            if at:
                self.EchoTextHandler.reply_markdown(
-                    title='@'+incoming_message.sender_nick+' '+content,
-                    text='@'+incoming_message.sender_nick+' '+content,
+                    title='@' + incoming_message.sender_nick + ' ' + content,
+                    text='@' + incoming_message.sender_nick + ' ' + content,
                    incoming_message=incoming_message,
                )
            else:
@@ -192,9 +193,9 @@ class DingTalkClient:
            copy_message_data = message_data.copy()
            del copy_message_data['IncomingMessage']
            # print("message_data:", json.dumps(copy_message_data, indent=4, ensure_ascii=False))
-        except Exception as e:
+        except Exception:
            if self.logger:
-                await self.logger.error(f"Error in get_message: {traceback.format_exc()}")
+                await self.logger.error(f'Error in get_message: {traceback.format_exc()}')
            else:
                traceback.print_exc()

@@ -223,8 +224,8 @@ class DingTalkClient:
                if response.status_code == 200:
                    return
        except Exception:
-            await self.logger.error(f"failed to send proactive massage to person: {traceback.format_exc()}")
-            raise Exception(f"failed to send proactive massage to person: {traceback.format_exc()}")
+            await self.logger.error(f'failed to send proactive massage to person: {traceback.format_exc()}')
+            raise Exception(f'failed to send proactive massage to person: {traceback.format_exc()}')

    async def send_proactive_message_to_group(self, target_id: str, content: str):
        if not await self.check_access_token():
@@ -249,8 +250,8 @@ class DingTalkClient:
                if response.status_code == 200:
                    return
        except Exception:
-            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()}")
+            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 start(self):
        """启动 WebSocket 连接，监听消息"""
--- a/libs/dingtalk_api/dingtalkevent.py
+++ b/libs/dingtalk_api/dingtalkevent.py
@@ -1,5 +1,5 @@
 from typing import Dict, Any, Optional
-import dingtalk_stream
+import dingtalk_stream  # type: ignore


 class DingTalkEvent(dict):
--- a/libs/official_account_api/api.py
+++ b/libs/official_account_api/api.py
@@ -1,7 +1,7 @@
 # 微信公众号的加解密算法与企业微信一样，所以直接使用企业微信的加解密算法文件
 import time
 import traceback
-from ..wecom_api.WXBizMsgCrypt3 import WXBizMsgCrypt
+from libs.wecom_api.WXBizMsgCrypt3 import WXBizMsgCrypt
 import xml.etree.ElementTree as ET
 from quart import Quart, request
 import hashlib
@@ -55,7 +55,7 @@ class OAClient:
            echostr = request.args.get('echostr', '')
            msg_signature = request.args.get('msg_signature', '')
            if msg_signature is None:
-                await self.logger.error(f'msg_signature不在请求体中')
+                await self.logger.error('msg_signature不在请求体中')
                raise Exception('msg_signature不在请求体中')

            if request.method == 'GET':
@@ -66,7 +66,7 @@ class OAClient:
                if check_signature == signature:
                    return echostr  # 验证成功返回echostr
                else:
-                    await self.logger.error(f'拒绝请求')
+                    await self.logger.error('拒绝请求')
                    raise Exception('拒绝请求')
            elif request.method == 'POST':
                encryt_msg = await request.data
@@ -75,9 +75,9 @@ class OAClient:
                xml_msg = xml_msg.decode('utf-8')

                if ret != 0:
-                    await self.logger.error(f'消息解密失败')
+                    await self.logger.error('消息解密失败')
                    raise Exception('消息解密失败')
-                
+
                message_data = await self.get_message(xml_msg)
                if message_data:
                    event = OAEvent.from_payload(message_data)
@@ -214,7 +214,7 @@ class OAClientForLongerResponse:
            msg_signature = request.args.get('msg_signature', '')

            if msg_signature is None:
-                await self.logger.error(f'msg_signature不在请求体中')
+                await self.logger.error('msg_signature不在请求体中')
                raise Exception('msg_signature不在请求体中')

            if request.method == 'GET':
@@ -229,9 +229,8 @@ class OAClientForLongerResponse:
                xml_msg = xml_msg.decode('utf-8')

                if ret != 0:
-                    await self.logger.error(f'消息解密失败')
+                    await self.logger.error('消息解密失败')
                    raise Exception('消息解密失败')
-                

                # 解析 XML
                root = ET.fromstring(xml_msg)
--- a/libs/wechatpad_api/init.py
+++ b/libs/wechatpad_api/init.py
@@ -1 +1 @@
-from .client import WeChatPadClient
+from .client import WeChatPadClient as WeChatPadClient
--- a/libs/wechatpad_api/api/chatroom.py
+++ b/libs/wechatpad_api/api/chatroom.py
@@ -1,4 +1,4 @@
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json


 class ChatRoomApi:
@@ -7,8 +7,6 @@ class ChatRoomApi:
        self.token = token

    def get_chatroom_member_detail(self, chatroom_name):
-        params = {
-            "ChatRoomName": chatroom_name
-        }
+        params = {'ChatRoomName': chatroom_name}
        url = self.base_url + '/group/GetChatroomMemberDetail'
        return post_json(url, token=self.token, data=params)
--- a/libs/wechatpad_api/api/downloadpai.py
+++ b/libs/wechatpad_api/api/downloadpai.py
@@ -1,32 +1,23 @@
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json
 import httpx
 import base64

+
 class DownloadApi:
    def __init__(self, base_url, token):
        self.base_url = base_url
        self.token = token

    def send_download(self, aeskey, file_type, file_url):
-        json_data = {
-                  "AesKey": aeskey,
-                  "FileType": file_type,
-                  "FileURL": file_url
-                }
-        url = self.base_url + "/message/SendCdnDownload"
+        json_data = {'AesKey': aeskey, 'FileType': file_type, 'FileURL': file_url}
+        url = self.base_url + '/message/SendCdnDownload'
        return post_json(url, token=self.token, data=json_data)

-    def get_msg_voice(self,buf_id, length, new_msgid):
-        json_data = {
-            "Bufid": buf_id,
-            "Length": length,
-            "NewMsgId": new_msgid,
-            "ToUserName": ""
-        }
-        url = self.base_url + "/message/GetMsgVoice"
+    def get_msg_voice(self, buf_id, length, new_msgid):
+        json_data = {'Bufid': buf_id, 'Length': length, 'NewMsgId': new_msgid, 'ToUserName': ''}
+        url = self.base_url + '/message/GetMsgVoice'
        return post_json(url, token=self.token, data=json_data)

-
    async def download_url_to_base64(self, download_url):
        async with httpx.AsyncClient() as client:
            response = await client.get(download_url)
@@ -36,4 +27,4 @@ class DownloadApi:
                base64_str = base64.b64encode(file_bytes).decode('utf-8')  # 返回字符串格式
                return base64_str
            else:
-                raise Exception('获取文件失败')
+                raise Exception('获取文件失败')
--- a/libs/wechatpad_api/api/friend.py
+++ b/libs/wechatpad_api/api/friend.py
@@ -1,11 +1,6 @@
-from libs.wechatpad_api.util.http_util import post_json,async_request
-from typing import List, Dict, Any, Optional
-
-
 class FriendApi:
    """联系人API类，处理所有与联系人相关的操作"""

    def __init__(self, base_url: str, token: str):
        self.base_url = base_url
        self.token = token
-
--- a/libs/wechatpad_api/api/login.py
+++ b/libs/wechatpad_api/api/login.py
@@ -1,37 +1,34 @@
-from libs.wechatpad_api.util.http_util import async_request,post_json,get_json
+from libs.wechatpad_api.util.http_util import post_json, get_json


 class LoginApi:
    def __init__(self, base_url: str, token: str = None, admin_key: str = None):
-        '''
+        """

        Args:
            base_url: 原始路径
            token: token
            admin_key: 管理员key
-        '''
+        """
        self.base_url = base_url
        self.token = token
        # self.admin_key = admin_key

-    def get_token(self, admin_key, day: int=365):
+    def get_token(self, admin_key, day: int = 365):
        # 获取普通token
-        url = f"{self.base_url}/admin/GenAuthKey1"
-        json_data = {
-                "Count": 1,
-                "Days": day
-            }
+        url = f'{self.base_url}/admin/GenAuthKey1'
+        json_data = {'Count': 1, 'Days': day}
        return post_json(base_url=url, token=admin_key, data=json_data)

-    def get_login_qr(self, Proxy: str = ""):
-        '''
+    def get_login_qr(self, Proxy: str = ''):
+        """

        Args:
            Proxy:异地使用时代理

        Returns:json数据

-        '''
+        """
        """
        
        {
@@ -49,54 +46,37 @@ class LoginApi:
 }
        
        """
-        #获取登录二维码
-        url = f"{self.base_url}/login/GetLoginQrCodeNew"
+        # 获取登录二维码
+        url = f'{self.base_url}/login/GetLoginQrCodeNew'
        check = False
-        if Proxy != "":
+        if Proxy != '':
            check = True
-        json_data = {
-              "Check": check,
-              "Proxy": Proxy
-            }
+        json_data = {'Check': check, 'Proxy': Proxy}
        return post_json(base_url=url, token=self.token, data=json_data)

-
    def get_login_status(self):
        # 获取登录状态
        url = f'{self.base_url}/login/GetLoginStatus'
        return get_json(base_url=url, token=self.token)

-
-
    def logout(self):
        # 退出登录
        url = f'{self.base_url}/login/LogOut'
        return post_json(base_url=url, token=self.token)

-
-
-
-    def wake_up_login(self, Proxy: str = ""):
+    def wake_up_login(self, Proxy: str = ''):
        # 唤醒登录
        url = f'{self.base_url}/login/WakeUpLogin'
        check = False
-        if Proxy != "":
+        if Proxy != '':
            check = True
-        json_data = {
-            "Check": check,
-            "Proxy": ""
-        }
+        json_data = {'Check': check, 'Proxy': ''}

        return post_json(base_url=url, token=self.token, data=json_data)

-
-
-    def login(self,admin_key):
+    def login(self, admin_key):
        login_status = self.get_login_status()
-        if login_status["Code"] == 300 and login_status["Text"] == "你已退出微信":
-            print("token已经失效，重新获取")
+        if login_status['Code'] == 300 and login_status['Text'] == '你已退出微信':
+            print('token已经失效，重新获取')
            token_data = self.get_token(admin_key)
-            self.token = token_data["Data"][0]
-
-
-
+            self.token = token_data['Data'][0]
--- a/libs/wechatpad_api/api/message.py
+++ b/libs/wechatpad_api/api/message.py
@@ -1,5 +1,4 @@
-
-from libs.wechatpad_api.util.http_util import async_request, post_json
+from libs.wechatpad_api.util.http_util import post_json


 class MessageApi:
@@ -7,8 +6,8 @@ class MessageApi:
        self.base_url = base_url
        self.token = token

-    def post_text(self, to_wxid, content, ats: list= []):
-        '''
+    def post_text(self, to_wxid, content, ats: list = []):
+        """

        Args:
            app_id: 微信id
@@ -18,106 +17,64 @@ class MessageApi:

        Returns:

-        '''
-        url = self.base_url + "/message/SendTextMessage"
+        """
+        url = self.base_url + '/message/SendTextMessage'
        """发送文字消息"""
        json_data = {
-                      "MsgItem": [
-                        {
-                          "AtWxIDList": ats,
-                          "ImageContent": "",
-                          "MsgType": 0,
-                          "TextContent": content,
-                          "ToUserName": to_wxid
-                        }
-                      ]
-                    }
-        return  post_json(base_url=url, token=self.token, data=json_data)
+            'MsgItem': [
+                {'AtWxIDList': ats, 'ImageContent': '', 'MsgType': 0, 'TextContent': content, 'ToUserName': to_wxid}
+            ]
+        }
+        return post_json(base_url=url, token=self.token, data=json_data)

-
-
-
-    def post_image(self, to_wxid, img_url, ats: list= []):
+    def post_image(self, to_wxid, img_url, ats: list = []):
        """发送图片消息"""
        # 这里好像可以尝试发送多个暂时未测试
        json_data = {
-            "MsgItem": [
-                {
-                    "AtWxIDList": ats,
-                    "ImageContent": img_url,
-                    "MsgType": 0,
-                    "TextContent": '',
-                    "ToUserName": to_wxid
-                }
+            'MsgItem': [
+                {'AtWxIDList': ats, 'ImageContent': img_url, 'MsgType': 0, 'TextContent': '', 'ToUserName': to_wxid}
            ]
        }
-        url = self.base_url + "/message/SendImageMessage"
+        url = self.base_url + '/message/SendImageMessage'
        return post_json(base_url=url, token=self.token, data=json_data)

    def post_voice(self, to_wxid, voice_data, voice_forma, voice_duration):
        """发送语音消息"""
        json_data = {
-            "ToUserName": to_wxid,
-            "VoiceData": voice_data,
-            "VoiceFormat": voice_forma,
-            "VoiceSecond": voice_duration
+            'ToUserName': to_wxid,
+            'VoiceData': voice_data,
+            'VoiceFormat': voice_forma,
+            'VoiceSecond': voice_duration,
        }
-        url = self.base_url + "/message/SendVoice"
+        url = self.base_url + '/message/SendVoice'
        return post_json(base_url=url, token=self.token, data=json_data)

-
-
-
-
    def post_name_card(self, alias, to_wxid, nick_name, name_card_wxid, flag):
        """发送名片消息"""
        param = {
-                "CardAlias": alias,
-                "CardFlag": flag,
-                "CardNickName": nick_name,
-                "CardWxId": name_card_wxid,
-                "ToUserName": to_wxid
+            'CardAlias': alias,
+            'CardFlag': flag,
+            'CardNickName': nick_name,
+            'CardWxId': name_card_wxid,
+            'ToUserName': to_wxid,
        }
-        url = f"{self.base_url}/message/ShareCardMessage"
+        url = f'{self.base_url}/message/ShareCardMessage'
        return post_json(base_url=url, token=self.token, data=param)

-    def post_emoji(self, to_wxid, emoji_md5, emoji_size:int=0):
+    def post_emoji(self, to_wxid, emoji_md5, emoji_size: int = 0):
        """发送emoji消息"""
-        json_data = {
-            "EmojiList": [
-                {
-                    "EmojiMd5": emoji_md5,
-                    "EmojiSize": emoji_size,
-                    "ToUserName": to_wxid
-                }
-            ]
-        }
-        url = f"{self.base_url}/message/SendEmojiMessage"
+        json_data = {'EmojiList': [{'EmojiMd5': emoji_md5, 'EmojiSize': emoji_size, 'ToUserName': to_wxid}]}
+        url = f'{self.base_url}/message/SendEmojiMessage'
        return post_json(base_url=url, token=self.token, data=json_data)

-    def post_app_msg(self, to_wxid,xml_data, contenttype:int=0):
+    def post_app_msg(self, to_wxid, xml_data, contenttype: int = 0):
        """发送appmsg消息"""
-        json_data = {
-            "AppList": [
-                {
-                    "ContentType": contenttype,
-                    "ContentXML": xml_data,
-                    "ToUserName": to_wxid
-                }
-            ]
-        }
-        url = f"{self.base_url}/message/SendAppMessage"
+        json_data = {'AppList': [{'ContentType': contenttype, 'ContentXML': xml_data, 'ToUserName': to_wxid}]}
+        url = f'{self.base_url}/message/SendAppMessage'
        return post_json(base_url=url, token=self.token, data=json_data)

-
-
    def revoke_msg(self, to_wxid, msg_id, new_msg_id, create_time):
        """撤回消息"""
-        param = {
-              "ClientMsgId": msg_id,
-              "CreateTime": create_time,
-              "NewMsgId": new_msg_id,
-              "ToUserName": to_wxid
-            }
-        url = f"{self.base_url}/message/RevokeMsg"
-        return post_json(base_url=url, token=self.token, data=param)
+        param = {'ClientMsgId': msg_id, 'CreateTime': create_time, 'NewMsgId': new_msg_id, 'ToUserName': to_wxid}
+        url = f'{self.base_url}/message/RevokeMsg'
+        return post_json(base_url=url, token=self.token, data=param)
--- a/libs/wechatpad_api/util/http_util.py
+++ b/libs/wechatpad_api/util/http_util.py
@@ -1,10 +1,9 @@
 import requests
+import aiohttp
+

 def post_json(base_url, token, data=None):
-    headers = {
-        'Content-Type': 'application/json'
-    }
-
+    headers = {'Content-Type': 'application/json'}

    url = base_url + f'?key={token}'

@@ -18,14 +17,12 @@ def post_json(base_url, token, data=None):
        else:
            raise RuntimeError(response.text)
    except Exception as e:
-        print(f"http请求失败, url={url}, exception={e}")
+        print(f'http请求失败, url={url}, exception={e}')
        raise RuntimeError(str(e))

-def get_json(base_url, token):
-    headers = {
-        'Content-Type': 'application/json'
-    }

+def get_json(base_url, token):
+    headers = {'Content-Type': 'application/json'}

    url = base_url + f'?key={token}'

@@ -39,21 +36,18 @@ def get_json(base_url, token):
        else:
            raise RuntimeError(response.text)
    except Exception as e:
-        print(f"http请求失败, url={url}, exception={e}")
+        print(f'http请求失败, url={url}, exception={e}')
        raise RuntimeError(str(e))

-import aiohttp
-import asyncio
-

 async def async_request(
-        base_url: str,
-        token_key: str,
-        method: str = 'POST',
-        params: dict = None,
-        # headers: dict = None,
-        data: dict = None,
-        json: dict = None
+    base_url: str,
+    token_key: str,
+    method: str = 'POST',
+    params: dict = None,
+    # headers: dict = None,
+    data: dict = None,
+    json: dict = None,
 ):
    """
    通用异步请求函数
@@ -67,18 +61,11 @@ async def async_request(
    :param json: JSON数据
    :return: 响应文本
    """
-    headers = {
-        'Content-Type': 'application/json'
-    }
-    url = f"{base_url}?key={token_key}"
+    headers = {'Content-Type': 'application/json'}
+    url = f'{base_url}?key={token_key}'
    async with aiohttp.ClientSession() as session:
        async with session.request(
-                method=method,
-                url=url,
-                params=params,
-                headers=headers,
-                data=data,
-                json=json
+            method=method, url=url, params=params, headers=headers, data=data, json=json
        ) as response:
            response.raise_for_status()  # 如果状态码不是200，抛出异常
            result = await response.json()
@@ -89,4 +76,3 @@ async def async_request(
            #     return await result
            # else:
            #     raise RuntimeError("请求失败",response.text)
-
--- a/main.py
+++ b/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
 """

--- a/pkg/api/http/controller/group.py
+++ b/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)
--- a/pkg/api/http/controller/groups/files.py
+++ b/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,
+                }
+            )
--- a/pkg/api/http/controller/groups/knowledge/init.py
+++ b/pkg/api/http/controller/groups/knowledge/init.py
--- a/pkg/api/http/controller/groups/knowledge/base.py
+++ b/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})
--- a/pkg/api/http/controller/groups/pipelines/init.py
+++ b/pkg/api/http/controller/groups/pipelines/init.py
--- a/pkg/api/http/controller/groups/pipelines/pipelines.py
+++ b/pkg/api/http/controller/groups/pipelines/pipelines.py
@@ -2,7 +2,7 @@ from __future__ import annotations

 import quart

-from .. import group
+from ... import group


@group.group_class('pipelines', '/api/v1/pipelines')
@@ -11,7 +11,9 @@ 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

--- a/pkg/api/http/controller/groups/pipelines/webchat.py
+++ b/pkg/api/http/controller/groups/pipelines/webchat.py
@@ -0,0 +1,79 @@
+import quart
+
+from ... import group
+
+
+@group.group_class('webchat', '/api/v1/pipelines/<pipeline_uuid>/chat')
+class WebChatDebugRouterGroup(group.RouterGroup):
+    async def initialize(self) -> None:
+        @self.route('/send', methods=['POST'])
+        async def send_message(pipeline_uuid: str) -> str:
+            """Send a message to the pipeline for debugging"""
+            try:
+                data = await quart.request.get_json()
+                session_type = data.get('session_type', 'person')
+                message_chain_obj = data.get('message', [])
+
+                if not message_chain_obj:
+                    return self.http_status(400, -1, 'message is required')
+
+                if session_type not in ['person', 'group']:
+                    return self.http_status(400, -1, 'session_type must be person or group')
+
+                webchat_adapter = self.ap.platform_mgr.webchat_proxy_bot.adapter
+
+                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,
+                    }
+                )
+
+            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:
+            """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')
+
+                webchat_adapter = self.ap.platform_mgr.webchat_proxy_bot.adapter
+
+                if not webchat_adapter:
+                    return self.http_status(404, -1, 'WebChat adapter not found')
+
+                messages = webchat_adapter.get_webchat_messages(pipeline_uuid, session_type)
+
+                return self.success(data={'messages': messages})
+
+            except Exception as e:
+                return self.http_status(500, -1, f'Internal server error: {str(e)}')
+
+        @self.route('/reset/<session_type>', methods=['POST'])
+        async def reset_session(session_type: str) -> str:
+            """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')
+
+                webchat_adapter = None
+                for bot in self.ap.platform_mgr.bots:
+                    if hasattr(bot.adapter, '__class__') and bot.adapter.__class__.__name__ == 'WebChatAdapter':
+                        webchat_adapter = bot.adapter
+                        break
+
+                if not webchat_adapter:
+                    return self.http_status(404, -1, 'WebChat adapter not found')
+
+                webchat_adapter.reset_debug_session(session_type)
+
+                return self.success(data={'message': 'Session reset successfully'})
+
+            except Exception as e:
+                return self.http_status(500, -1, f'Internal server error: {str(e)}')
--- a/pkg/api/http/controller/groups/plugins.py
+++ b/pkg/api/http/controller/groups/plugins.py
@@ -40,7 +40,7 @@ class PluginsRouterGroup(group.RouterGroup):
                self.ap.plugin_mgr.update_plugin(plugin_name, task_context=ctx),
                kind='plugin-operation',
                name=f'plugin-update-{plugin_name}',
-                label=f'更新插件 {plugin_name}',
+                label=f'Updating plugin {plugin_name}',
                context=ctx,
            )
            return self.success(data={'task_id': wrapper.id})
@@ -62,7 +62,7 @@ class PluginsRouterGroup(group.RouterGroup):
                    self.ap.plugin_mgr.uninstall_plugin(plugin_name, task_context=ctx),
                    kind='plugin-operation',
                    name=f'plugin-remove-{plugin_name}',
-                    label=f'删除插件 {plugin_name}',
+                    label=f'Removing plugin {plugin_name}',
                    context=ctx,
                )

@@ -102,7 +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'安装插件 ...{short_source_str}',
+                label=f'Installing plugin ...{short_source_str}',
                context=ctx,
            )

--- a/pkg/api/http/controller/groups/provider/models.py
+++ b/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()
--- a/pkg/api/http/controller/groups/provider/requesters.py
+++ b/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:
--- a/pkg/api/http/controller/groups/user.py
+++ b/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 +41,29 @@ 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})
--- a/pkg/api/http/controller/main.py
+++ b/pkg/api/http/controller/main.py
@@ -13,10 +13,14 @@ from . import groups
 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:
@@ -43,7 +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(
--- a/pkg/api/http/service/bot.py
+++ b/pkg/api/http/service/bot.py
@@ -10,7 +10,7 @@ from ....entity.persistence import pipeline as persistence_pipeline


 class BotService:
-    """机器人服务"""
+    """Bot service"""

    ap: app.Application

@@ -18,7 +18,7 @@ class BotService:
        self.ap = ap

    async def get_bots(self) -> list[dict]:
-        """获取所有机器人"""
+        """Get all bots"""
        result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_bot.Bot))

        bots = result.all()
@@ -26,7 +26,7 @@ class BotService:
        return [self.ap.persistence_mgr.serialize_model(persistence_bot.Bot, bot) for bot in bots]

    async def get_bot(self, bot_uuid: str) -> dict | None:
-        """获取机器人"""
+        """Get bot"""
        result = await self.ap.persistence_mgr.execute_async(
            sqlalchemy.select(persistence_bot.Bot).where(persistence_bot.Bot.uuid == bot_uuid)
        )
@@ -39,7 +39,7 @@ class BotService:
        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())

@@ -63,7 +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']

@@ -93,8 +93,13 @@ class BotService:
        if runtime_bot.enable:
            await runtime_bot.run()

+        # update all conversation that use this bot
+        for session in self.ap.sess_mgr.session_list:
+            if session.using_conversation is not None and session.using_conversation.bot_uuid == bot_uuid:
+                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)
--- a/pkg/api/http/service/knowledge.py
+++ b/pkg/api/http/service/knowledge.py
@@ -0,0 +1,118 @@
+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)]
+
+    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)
+            )
--- a/pkg/api/http/service/model.py
+++ b/pkg/api/http/service/model.py
@@ -10,7 +10,7 @@ from ....provider.modelmgr import requester as model_requester
 from ....provider import entities as llm_entities


-class ModelsService:
+class LLMModelsService:
    ap: app.Application

    def __init__(self, ap: app.Application) -> None:
@@ -103,3 +103,89 @@ class ModelsService:
            funcs=[],
            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={},
+        )
--- a/pkg/api/http/service/pipeline.py
+++ b/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)
@@ -112,6 +124,11 @@ class PipelineService:
        await self.ap.pipeline_mgr.remove_pipeline(pipeline_uuid)
        await self.ap.pipeline_mgr.load_pipeline(pipeline)

+        # update all conversation that use this pipeline
+        for session in self.ap.sess_mgr.session_list:
+            if session.using_conversation is not None and session.using_conversation.pipeline_uuid == pipeline_uuid:
+                session.using_conversation = None
+
    async def delete_pipeline(self, pipeline_uuid: str) -> None:
        await self.ap.persistence_mgr.execute_async(
            sqlalchemy.delete(persistence_pipeline.LegacyPipeline).where(
--- a/pkg/api/http/service/user.py
+++ b/pkg/api/http/service/user.py
@@ -73,3 +73,12 @@ 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)
+        )
--- a/pkg/config/impls/json.py
+++ b/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:
--- a/pkg/config/impls/pymodule.py
+++ b/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')
--- a/pkg/config/impls/yaml.py
+++ b/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:
--- a/pkg/config/manager.py
+++ b/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)

--- a/pkg/config/model.py
+++ b/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:
--- a/pkg/core/app.py
+++ b/pkg/core/app.py
@@ -22,15 +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

@@ -47,10 +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

@@ -64,7 +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

@@ -93,6 +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
@@ -103,12 +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

@@ -143,6 +154,7 @@ class Application:
                name='http-api-controller',
                scopes=[core_entities.LifecycleControlScope.APPLICATION],
            )
+
            self.task_mgr.create_task(
                never_ending(),
                name='never-ending-task',
@@ -154,11 +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()}')

    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')
@@ -190,7 +202,7 @@ class Application:
    ):
        match scope:
            case core_entities.LifecycleControlScope.PLATFORM.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                self.logger.info('Hot reload scope=' + scope)
                await self.platform_mgr.shutdown()

                self.platform_mgr = im_mgr.PlatformManager(self)
@@ -206,7 +218,7 @@ class Application:
                    ],
                )
            case core_entities.LifecycleControlScope.PLUGIN.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                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
@@ -222,7 +234,7 @@ class Application:
                await self.plugin_mgr.load_plugins()
                await self.plugin_mgr.initialize_plugins()
            case core_entities.LifecycleControlScope.PROVIDER.value:
-                self.logger.info('执行热重载 scope=' + scope)
+                self.logger.info('Hot reload scope=' + scope)

                await self.tool_mgr.shutdown()

--- a/pkg/core/boot.py
+++ b/pkg/core/boot.py
@@ -1,4 +1,4 @@
-from __future__ import print_function
+from __future__ import annotations

 import traceback
 import asyncio
@@ -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()
@@ -47,11 +47,11 @@ 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):
-            print('[Signal] 程序退出.')
+            print('[Signal] Program exit.')
            # ap.shutdown()
            os._exit(0)

--- a/pkg/core/bootutils/deps.py
+++ b/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)
--- a/pkg/core/bootutils/log.py
+++ b/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()],
    )

--- a/pkg/core/entities.py
+++ b/pkg/core/entities.py
@@ -19,7 +19,7 @@ class LifecycleControlScope(enum.Enum):
    APPLICATION = 'application'
    PLATFORM = 'platform'
    PLUGIN = 'plugin'
-    PROVIDER = 'provider'
+    PROVIDER = 'provider'  


 class LauncherTypes(enum.Enum):
@@ -137,6 +137,12 @@ class Conversation(pydantic.BaseModel):

    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。"""

--- a/pkg/core/migration.py
+++ b/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
--- a/pkg/core/note.py
+++ b/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
--- a/pkg/core/notes/n001_classic_msgs.py
+++ b/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
--- a/pkg/core/notes/n002_selection_mode_on_windows.py
+++ b/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,
+        )
--- a/pkg/core/stage.py
+++ b/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
--- a/pkg/core/stages/build_app.py
+++ b/pkg/core/stages/build_app.py
@@ -9,6 +9,7 @@ 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
@@ -16,18 +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)
@@ -42,7 +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

@@ -88,6 +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
@@ -95,8 +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
@@ -104,5 +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
--- a/pkg/core/stages/genkeys.py
+++ b/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()
--- a/pkg/core/stages/load_config.py
+++ b/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'):
--- a/pkg/core/stages/migrate.py
+++ b/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')
--- a/pkg/core/stages/setup_logger.py
+++ b/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 = []
--- a/pkg/core/stages/show_notes.py
+++ b/pkg/core/stages/show_notes.py
@@ -1,5 +1,7 @@
 from __future__ import annotations

+import asyncio
+
 from .. import stage, app, note
 from ...utils import importutil

@@ -10,21 +12,25 @@ 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:
            try:
                note_inst = note_cls(ap)
                if await note_inst.need_show():
-                    async for ret in note_inst.yield_note():
-                        if not ret:
-                            continue
-                        msg, level = ret
-                        if msg:
-                            ap.logger.log(level, msg)
+
+                    async def ayield_note(note_inst: note.LaunchNote):
+                        async for ret in note_inst.yield_note():
+                            if not ret:
+                                continue
+                            msg, level = ret
+                            if msg:
+                                ap.logger.log(level, msg)
+
+                    asyncio.create_task(ayield_note(note_inst))
            except Exception:
                continue
--- a/pkg/core/taskmgr.py
+++ b/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
--- a/pkg/entity/errors/init.py
+++ b/pkg/entity/errors/init.py
--- a/pkg/entity/errors/platform.py
+++ b/pkg/entity/errors/platform.py
@@ -0,0 +1,9 @@
+from __future__ import annotations
+
+
+class AdapterNotFoundError(Exception):
+    def __init__(self, adapter_name: str):
+        self.adapter_name = adapter_name
+
+    def __str__(self):
+        return f'Adapter {self.adapter_name} not found'
--- a/pkg/entity/errors/provider.py
+++ b/pkg/entity/errors/provider.py
@@ -0,0 +1,9 @@
+from __future__ import annotations
+
+
+class RequesterNotFoundError(Exception):
+    def __init__(self, requester_name: str):
+        self.requester_name = requester_name
+
+    def __str__(self):
+        return f'Requester {self.requester_name} not found'
--- a/pkg/entity/persistence/bot.py
+++ b/pkg/entity/persistence/bot.py
@@ -4,7 +4,7 @@ from .base import Base


 class Bot(Base):
-    """机器人"""
+    """Bot"""

    __tablename__ = 'bots'

--- a/pkg/entity/persistence/metadata.py
+++ b/pkg/entity/persistence/metadata.py
@@ -12,7 +12,7 @@ initial_metadata = [


 class Metadata(Base):
-    """数据库元数据"""
+    """Database metadata"""

    __tablename__ = 'metadata'

--- a/pkg/entity/persistence/model.py
+++ b/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(),
+    )
--- a/pkg/entity/persistence/pipeline.py
+++ b/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)
--- a/pkg/entity/persistence/plugin.py
+++ b/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'

--- a/pkg/entity/persistence/rag.py
+++ b/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)
--- a/pkg/entity/persistence/vector.py
+++ b/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')
--- a/pkg/entity/rag/init.py
+++ b/pkg/entity/rag/init.py
--- a/pkg/entity/rag/retriever.py
+++ b/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
--- a/pkg/persistence/database.py
+++ b/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

--- a/pkg/persistence/databases/sqlite.py
+++ b/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'
--- a/pkg/persistence/mgr.py
+++ b/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

@@ -66,22 +66,25 @@ class PersistenceManager:

        # write default pipeline
        result = await self.execute_async(sqlalchemy.select(pipeline.LegacyPipeline))
+        default_pipeline_uuid = None
        if result.first() is None:
            self.ap.logger.info('Creating default pipeline...')

            pipeline_config = json.load(open('templates/default-pipeline-config.json', 'r', encoding='utf-8'))

+            default_pipeline_uuid = str(uuid.uuid4())
            pipeline_data = {
-                'uuid': str(uuid.uuid4()),
+                'uuid': default_pipeline_uuid,
                'for_version': self.ap.ver_mgr.get_current_version(),
                '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,
            }

            await self.execute_async(sqlalchemy.insert(pipeline.LegacyPipeline).values(pipeline_data))
+
        # =================================

        # run migrations
--- a/pkg/persistence/migration.py
+++ b/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
--- a/pkg/persistence/migrations/dbm001_migrate_v3_config.py
+++ b/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"""
--- a/pkg/persistence/migrations/dbm002_combine_quote_msg_config.py
+++ b/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
--- a/pkg/persistence/migrations/dbm003_n8n_config.py
+++ b/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
--- a/pkg/persistence/migrations/dbm004_rag_kb_uuid.py
+++ b/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
--- a/pkg/pipeline/bansess/bansess.py
+++ b/pkg/pipeline/bansess/bansess.py
@@ -6,9 +6,9 @@ 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):
@@ -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 '',
        )
--- a/pkg/pipeline/cntfilter/cntfilter.py
+++ b/pkg/pipeline/cntfilter/cntfilter.py
@@ -66,6 +66,8 @@ class ContentFilterStage(stage.PipelineStage):

        if query.pipeline_config['safety']['content-filter']['scope'] == 'output-msg':
            return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
+        if not message.strip():
+            return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)    
        else:
            for filter in self.filter_chain:
                if filter_entities.EnableStage.PRE in filter.enable_stages:
--- a/pkg/pipeline/cntfilter/filter.py
+++ b/pkg/pipeline/cntfilter/filter.py
@@ -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: core_entities.Query, message: str = None, image_url=None) -> entities.FilterResult:
-        """处理消息
+        """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
--- a/pkg/pipeline/cntfilter/filters/banwords.py
+++ b/pkg/pipeline/cntfilter/filters/banwords.py
@@ -8,7 +8,7 @@ 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
--- a/pkg/pipeline/cntfilter/filters/cntignore.py
+++ b/pkg/pipeline/cntfilter/filters/cntignore.py
@@ -8,7 +8,7 @@ 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):
@@ -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(
--- a/pkg/pipeline/controller.py
+++ b/pkg/pipeline/controller.py
@@ -51,11 +51,10 @@ class Controller:
                            # find pipeline
                            # Here firstly find the bot, then find the pipeline, in case the bot adapter's config is not the latest one.
                            # Like aiocqhttp, once a client is connected, even the adapter was updated and restarted, the existing client connection will not be affected.
-                            bot = await self.ap.platform_mgr.get_bot_by_uuid(selected_query.bot_uuid)
-                            if bot:
-                                pipeline = await self.ap.pipeline_mgr.get_pipeline_by_uuid(
-                                    bot.bot_entity.use_pipeline_uuid
-                                )
+                            pipeline_uuid = selected_query.pipeline_uuid
+
+                            if pipeline_uuid:
+                                pipeline = await self.ap.pipeline_mgr.get_pipeline_by_uuid(pipeline_uuid)
                                if pipeline:
                                    await pipeline.run(selected_query)

--- a/pkg/pipeline/longtext/longtext.py
+++ b/pkg/pipeline/longtext/longtext.py
@@ -16,9 +16,9 @@ importutil.import_modules_in_pkg(strategies)

@stage.stage_class('LongTextProcessStage')
 class LongTextProcessStage(stage.PipelineStage):
-    """长消息处理阶段
+    """Long message processing stage

-    改写：
+    Rewrite:
        - resp_message_chain
    """

@@ -36,22 +36,22 @@ class LongTextProcessStage(stage.PipelineStage):
                        use_font = 'C:/Windows/Fonts/msyh.ttc'
                        if not os.path.exists(use_font):
                            self.ap.logger.warn(
-                                '未找到字体文件，且无法使用Windows自带字体，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'
+                                'Font file not found, and Windows system font cannot be used, switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'
                            )
                            config['blob_message_strategy'] = 'forward'
                        else:
-                            self.ap.logger.info('使用Windows自带字体：' + use_font)
+                            self.ap.logger.info('Using Windows system font: ' + use_font)
                            config['font-path'] = use_font
                    else:
                        self.ap.logger.warn(
-                            '未找到字体文件，且无法使用系统自带字体，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'
+                            'Font file not found, and system font cannot be used, switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'
                        )

                        pipeline_config['output']['long-text-processing']['strategy'] = 'forward'
            except Exception:
                traceback.print_exc()
                self.ap.logger.error(
-                    '加载字体文件失败({})，更换为转发消息组件以发送长消息，您可以在配置文件中调整相关设置。'.format(
+                    'Failed to load font file ({}), switch to forward message component to send long messages, you can adjust the related settings in the configuration file.'.format(
                        use_font
                    )
                )
@@ -63,12 +63,12 @@ class LongTextProcessStage(stage.PipelineStage):
                self.strategy_impl = strategy_cls(self.ap)
                break
        else:
-            raise ValueError(f'未找到名为 {config["strategy"]} 的长消息处理策略')
+            raise ValueError(f'Long message processing strategy not found: {config["strategy"]}')

        await self.strategy_impl.initialize()

    async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
-        # 检查是否包含非 Plain 组件
+        # Check if it contains non-Plain components
        contains_non_plain = False

        for msg in query.resp_message_chain[-1]:
@@ -77,7 +77,7 @@ class LongTextProcessStage(stage.PipelineStage):
                break

        if contains_non_plain:
-            self.ap.logger.debug('消息中包含非 Plain 组件，跳过长消息处理。')
+            self.ap.logger.debug('Message contains non-Plain components, skip long message processing.')
        elif (
            len(str(query.resp_message_chain[-1]))
            > query.pipeline_config['output']['long-text-processing']['threshold']
--- a/pkg/pipeline/longtext/strategies/forward.py
+++ b/pkg/pipeline/longtext/strategies/forward.py
@@ -15,17 +15,17 @@ Forward = platform_message.Forward
 class ForwardComponentStrategy(strategy_model.LongTextStrategy):
    async def process(self, message: str, query: core_entities.Query) -> list[platform_message.MessageComponent]:
        display = ForwardMessageDiaplay(
-            title='群聊的聊天记录',
-            brief='[聊天记录]',
-            source='聊天记录',
-            preview=['QQ用户: ' + message],
-            summary='查看1条转发消息',
+            title='Group chat history',
+            brief='[Chat history]',
+            source='Chat history',
+            preview=['User: ' + message],
+            summary='View 1 forwarded message',
        )

        node_list = [
            platform_message.ForwardMessageNode(
                sender_id=query.adapter.bot_account_id,
-                sender_name='QQ用户',
+                sender_name='User',
                message_chain=platform_message.MessageChain([message]),
            )
        ]
--- a/pkg/pipeline/longtext/strategy.py
+++ b/pkg/pipeline/longtext/strategy.py
@@ -14,13 +14,13 @@ preregistered_strategies: list[typing.Type[LongTextStrategy]] = []
 def strategy_class(
    name: str,
 ) -> typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]:
-    """长文本处理策略类装饰器
+    """Long text processing strategy class decorator

    Args:
-        name (str): 策略名称
+        name (str): Strategy name

    Returns:
-        typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]: 装饰器
+        typing.Callable[[typing.Type[LongTextStrategy]], typing.Type[LongTextStrategy]]: Decorator
    """

    def decorator(cls: typing.Type[LongTextStrategy]) -> typing.Type[LongTextStrategy]:
@@ -36,7 +36,7 @@ def strategy_class(


 class LongTextStrategy(metaclass=abc.ABCMeta):
-    """长文本处理策略抽象类"""
+    """Long text processing strategy abstract class"""

    name: str

@@ -50,15 +50,15 @@ class LongTextStrategy(metaclass=abc.ABCMeta):

    @abc.abstractmethod
    async def process(self, message: str, query: core_entities.Query) -> list[platform_message.MessageComponent]:
-        """处理长文本
+        """Process long text

-        在 platform.json 中配置 long-text-process 字段，只要 文本长度超过了 threshold 就会调用此方法
+        If the text length exceeds the threshold, this method will be called.

        Args:
-            message (str): 消息
-            query (core_entities.Query): 此次请求的上下文对象
+            message (str): Message
+            query (core_entities.Query): Query object

        Returns:
-            list[platform_message.MessageComponent]: 转换后的 平台 消息组件列表
+            list[platform_message.MessageComponent]: Converted platform message components
        """
        return []
--- a/pkg/pipeline/msgtrun/msgtrun.py
+++ b/pkg/pipeline/msgtrun/msgtrun.py
@@ -12,9 +12,9 @@ importutil.import_modules_in_pkg(truncators)

@stage.stage_class('ConversationMessageTruncator')
 class ConversationMessageTruncator(stage.PipelineStage):
-    """会话消息截断器
+    """Conversation message truncator

-    用于截断会话消息链，以适应平台消息长度限制。
+    Used to truncate the conversation message chain to adapt to the LLM message length limit.
    """

    trun: truncator.Truncator
@@ -27,10 +27,10 @@ class ConversationMessageTruncator(stage.PipelineStage):
                self.trun = trun(self.ap)
                break
        else:
-            raise ValueError(f'未知的截断器: {use_method}')
+            raise ValueError(f'Unknown truncator: {use_method}')

    async def process(self, query: core_entities.Query, stage_inst_name: str) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
        query = await self.trun.truncate(query)

        return entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
--- a/pkg/pipeline/msgtrun/truncators/round.py
+++ b/pkg/pipeline/msgtrun/truncators/round.py
@@ -6,17 +6,17 @@ from ....core import entities as core_entities

@truncator.truncator_class('round')
 class RoundTruncator(truncator.Truncator):
-    """前文回合数阶段器"""
+    """Truncate the conversation message chain to adapt to the LLM message length limit."""

    async def truncate(self, query: core_entities.Query) -> core_entities.Query:
-        """截断"""
+        """Truncate"""
        max_round = query.pipeline_config['ai']['local-agent']['max-round']

        temp_messages = []

        current_round = 0

-        # 从后往前遍历
+        # Traverse from back to front
        for msg in query.messages[::-1]:
            if current_round < max_round:
                temp_messages.append(msg)
--- a/pkg/pipeline/pipelinemgr.py
+++ b/pkg/pipeline/pipelinemgr.py
@@ -144,23 +144,27 @@ class RuntimePipeline:
                result = await result

            if isinstance(result, pipeline_entities.StageProcessResult):  # 直接返回结果
-                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} res {result}')
+                self.ap.logger.debug(
+                    f'Stage {stage_container.inst_name} processed query {query.query_id} res {result.result_type}'
+                )
                await self._check_output(query, result)

                if result.result_type == pipeline_entities.ResultType.INTERRUPT:
-                    self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query}')
+                    self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query.query_id}')
                    break
                elif result.result_type == pipeline_entities.ResultType.CONTINUE:
                    query = result.new_query
            elif isinstance(result, typing.AsyncGenerator):  # 生成器
-                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} gen')
+                self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query.query_id} gen')

                async for sub_result in result:
-                    self.ap.logger.debug(f'Stage {stage_container.inst_name} processed query {query} res {sub_result}')
+                    self.ap.logger.debug(
+                        f'Stage {stage_container.inst_name} processed query {query.query_id} res {sub_result.result_type}'
+                    )
                    await self._check_output(query, sub_result)

                    if sub_result.result_type == pipeline_entities.ResultType.INTERRUPT:
-                        self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query}')
+                        self.ap.logger.debug(f'Stage {stage_container.inst_name} interrupted query {query.query_id}')
                        break
                    elif sub_result.result_type == pipeline_entities.ResultType.CONTINUE:
                        query = sub_result.new_query
@@ -192,7 +196,7 @@ class RuntimePipeline:
            if event_ctx.is_prevented_default():
                return

-            self.ap.logger.debug(f'Processing query {query}')
+            self.ap.logger.debug(f'Processing query {query.query_id}')

            await self._execute_from_stage(0, query)
        except Exception as e:
@@ -200,7 +204,7 @@ class RuntimePipeline:
            self.ap.logger.error(f'处理请求时出错 query_id={query.query_id} stage={inst_name} : {e}')
            self.ap.logger.error(f'Traceback: {traceback.format_exc()}')
        finally:
-            self.ap.logger.debug(f'Query {query} processed')
+            self.ap.logger.debug(f'Query {query.query_id} processed')


 class PipelineManager:
--- a/pkg/pipeline/pool.py
+++ b/pkg/pipeline/pool.py
@@ -35,6 +35,7 @@ class QueryPool:
        message_event: platform_events.MessageEvent,
        message_chain: platform_message.MessageChain,
        adapter: msadapter.MessagePlatformAdapter,
+        pipeline_uuid: typing.Optional[str] = None,
    ) -> entities.Query:
        async with self.condition:
            query = entities.Query(
@@ -48,6 +49,7 @@ class QueryPool:
                resp_messages=[],
                resp_message_chain=[],
                adapter=adapter,
+                pipeline_uuid=pipeline_uuid,
            )
            self.queries.append(query)
            self.query_id_counter += 1
--- a/pkg/pipeline/preproc/preproc.py
+++ b/pkg/pipeline/preproc/preproc.py
@@ -11,11 +11,11 @@ from ...platform.types import message as platform_message

@stage.stage_class('PreProcessor')
 class PreProcessor(stage.PipelineStage):
-    """请求预处理阶段
+    """Request pre-processing stage

-    签出会话、prompt、上文、模型、内容函数。
+    Check out session, prompt, context, model, and content functions.

-    改写：
+    Rewrite:
        - session
        - prompt
        - messages
@@ -29,12 +29,12 @@ class PreProcessor(stage.PipelineStage):
        query: core_entities.Query,
        stage_inst_name: str,
    ) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
        selected_runner = query.pipeline_config['ai']['runner']['runner']

        session = await self.ap.sess_mgr.get_session(query)

-        # 非 local-agent 时，llm_model 为 None
+        # When not local-agent, llm_model is None
        llm_model = (
            await self.ap.model_mgr.get_model_by_uuid(query.pipeline_config['ai']['local-agent']['model'])
            if selected_runner == 'local-agent'
@@ -45,11 +45,13 @@ class PreProcessor(stage.PipelineStage):
            query,
            session,
            query.pipeline_config['ai']['local-agent']['prompt'],
+            query.pipeline_uuid,
+            query.bot_uuid,
        )

        conversation.use_llm_model = llm_model

-        # 设置query
+        # Set query
        query.session = session
        query.prompt = conversation.prompt.copy()
        query.messages = conversation.messages.copy()
@@ -78,14 +80,15 @@ class PreProcessor(stage.PipelineStage):
                        if me.type == 'image_url':
                            msg.content.remove(me)

-        content_list = []
+        content_list: list[llm_entities.ContentElement] = []

        plain_text = ''
        qoute_msg = query.pipeline_config['trigger'].get('misc', '').get('combine-quote-message')

+        # tidy the content_list
+        # combine all text content into one, and put it in the first position
        for me in query.message_chain:
            if isinstance(me, platform_message.Plain):
-                content_list.append(llm_entities.ContentElement.from_text(me.text))
                plain_text += me.text
            elif isinstance(me, platform_message.Image):
                if selected_runner != 'local-agent' or query.use_llm_model.model_entity.abilities.__contains__(
@@ -104,10 +107,12 @@ class PreProcessor(stage.PipelineStage):
                            if msg.base64 is not None:
                                content_list.append(llm_entities.ContentElement.from_image_base64(msg.base64))

+        content_list.insert(0, llm_entities.ContentElement.from_text(plain_text))
+
        query.variables['user_message_text'] = plain_text

        query.user_message = llm_entities.Message(role='user', content=content_list)
-        # =========== 触发事件 PromptPreProcessing
+        # =========== Trigger event PromptPreProcessing

        event_ctx = await self.ap.plugin_mgr.emit_event(
            event=events.PromptPreProcessing(
--- a/pkg/pipeline/process/handler.py
+++ b/pkg/pipeline/process/handler.py
@@ -25,7 +25,7 @@ class MessageHandler(metaclass=abc.ABCMeta):

    def cut_str(self, s: str) -> str:
        """
-        取字符串第一行，最多20个字符，若有多行，或超过20个字符，则加省略号
+        Take the first line of the string, up to 20 characters, if there are multiple lines, or more than 20 characters, add an ellipsis
        """
        s0 = s.split('\n')[0]
        if len(s0) > 20 or '\n' in s:
--- a/pkg/pipeline/process/handlers/chat.py
+++ b/pkg/pipeline/process/handlers/chat.py
@@ -22,11 +22,11 @@ class ChatMessageHandler(handler.MessageHandler):
        self,
        query: core_entities.Query,
    ) -> typing.AsyncGenerator[entities.StageProcessResult, None]:
-        """处理"""
-        # 调API
-        #   生成器
+        """Process"""
+        # Call API
+        #   generator

-        # 触发插件事件
+        # Trigger plugin event
        event_class = (
            events.PersonNormalMessageReceived
            if query.launcher_type == core_entities.LauncherTypes.PERSON
@@ -54,7 +54,7 @@ class ChatMessageHandler(handler.MessageHandler):
                yield entities.StageProcessResult(result_type=entities.ResultType.INTERRUPT, new_query=query)
        else:
            if event_ctx.event.alter is not None:
-                # if isinstance(event_ctx.event, str):  # 现在暂时不考虑多模态alter
+                # if isinstance(event_ctx.event, str):  # Currently not considering multi-modal alter
                query.user_message.content = event_ctx.event.alter

            text_length = 0
@@ -65,12 +65,12 @@ class ChatMessageHandler(handler.MessageHandler):
                        runner = r(self.ap, query.pipeline_config)
                        break
                else:
-                    raise ValueError(f'未找到请求运行器: {query.pipeline_config["ai"]["runner"]["runner"]}')
+                    raise ValueError(f'Request runner not found: {query.pipeline_config["ai"]["runner"]["runner"]}')

                async for result in runner.run(query):
                    query.resp_messages.append(result)

-                    self.ap.logger.info(f'对话({query.query_id})响应: {self.cut_str(result.readable_str())}')
+                    self.ap.logger.info(f'Response({query.query_id}): {self.cut_str(result.readable_str())}')

                    if result.content is not None:
                        text_length += len(result.content)
@@ -80,7 +80,7 @@ class ChatMessageHandler(handler.MessageHandler):
                query.session.using_conversation.messages.append(query.user_message)
                query.session.using_conversation.messages.extend(query.resp_messages)
            except Exception as e:
-                self.ap.logger.error(f'对话({query.query_id})请求失败: {type(e).__name__} {str(e)}')
+                self.ap.logger.error(f'Request failed({query.query_id}): {type(e).__name__} {str(e)}')

                hide_exception_info = query.pipeline_config['output']['misc']['hide-exception']

--- a/pkg/pipeline/process/handlers/command.py
+++ b/pkg/pipeline/process/handlers/command.py
@@ -15,7 +15,7 @@ class CommandHandler(handler.MessageHandler):
        self,
        query: core_entities.Query,
    ) -> typing.AsyncGenerator[entities.StageProcessResult, None]:
-        """处理"""
+        """Process"""

        command_text = str(query.message_chain).strip()[1:]

@@ -70,7 +70,7 @@ class CommandHandler(handler.MessageHandler):
                        )
                    )

-                    self.ap.logger.info(f'命令({query.query_id})报错: {self.cut_str(str(ret.error))}')
+                    self.ap.logger.info(f'Command({query.query_id}) error: {self.cut_str(str(ret.error))}')

                    yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
                elif ret.text is not None or ret.image_url is not None:
@@ -89,7 +89,7 @@ class CommandHandler(handler.MessageHandler):
                        )
                    )

-                    self.ap.logger.info(f'命令返回: {self.cut_str(str(content[0]))}')
+                    self.ap.logger.info(f'Command returned: {self.cut_str(str(content[0]))}')

                    yield entities.StageProcessResult(result_type=entities.ResultType.CONTINUE, new_query=query)
                else:
--- a/pkg/pipeline/process/process.py
+++ b/pkg/pipeline/process/process.py
@@ -33,11 +33,11 @@ class Processor(stage.PipelineStage):
        query: core_entities.Query,
        stage_inst_name: str,
    ) -> entities.StageProcessResult:
-        """处理"""
+        """Process"""
        message_text = str(query.message_chain).strip()

        self.ap.logger.info(
-            f'处理 {query.launcher_type.value}_{query.launcher_id} 的请求({query.query_id}): {message_text}'
+            f'Processing request from {query.launcher_type.value}_{query.launcher_id} ({query.query_id}): {message_text}'
        )

        async def generator():
--- a/pkg/platform/botmgr.py
+++ b/pkg/platform/botmgr.py
@@ -5,7 +5,6 @@ import asyncio
 import traceback
 import sqlalchemy

-
 #     FriendMessage, Image, MessageChain, Plain
 from . import adapter as msadapter

@@ -16,6 +15,8 @@ from ..discover import engine

 from ..entity.persistence import bot as persistence_bot

+from ..entity.errors import platform as platform_errors
+
 from .logger import EventLogger

 # 处理 3.4 移除了 YiriMirai 之后，插件的兼容性问题
@@ -78,6 +79,7 @@ class RuntimeBot:
                message_event=event,
                message_chain=event.message_chain,
                adapter=adapter,
+                pipeline_uuid=self.bot_entity.use_pipeline_uuid,
            )

        async def on_group_message(
@@ -102,6 +104,7 @@ class RuntimeBot:
                message_event=event,
                message_chain=event.message_chain,
                adapter=adapter,
+                pipeline_uuid=self.bot_entity.use_pipeline_uuid,
            )

        self.adapter.register_listener(platform_events.FriendMessage, on_friend_message)
@@ -144,6 +147,8 @@ class PlatformManager:

    bots: list[RuntimeBot]

+    webchat_proxy_bot: RuntimeBot
+
    adapter_components: list[engine.Component]

    adapter_dict: dict[str, type[msadapter.MessagePlatformAdapter]]
@@ -161,6 +166,31 @@ class PlatformManager:
            adapter_dict[component.metadata.name] = component.get_python_component_class()
        self.adapter_dict = adapter_dict

+        webchat_adapter_class = self.adapter_dict['webchat']
+
+        # initialize webchat adapter
+        webchat_logger = EventLogger(name='webchat-adapter', ap=self.ap)
+        webchat_adapter_inst = webchat_adapter_class(
+            {},
+            self.ap,
+            webchat_logger,
+        )
+
+        self.webchat_proxy_bot = RuntimeBot(
+            ap=self.ap,
+            bot_entity=persistence_bot.Bot(
+                uuid='webchat-proxy-bot',
+                name='WebChat',
+                description='',
+                adapter='webchat',
+                adapter_config={},
+                enable=True,
+            ),
+            adapter=webchat_adapter_inst,
+            logger=webchat_logger,
+        )
+        await self.webchat_proxy_bot.initialize()
+
        await self.load_bots_from_db()

    def get_running_adapters(self) -> list[msadapter.MessagePlatformAdapter]:
@@ -177,7 +207,12 @@ class PlatformManager:

        for bot in bots:
            # load all bots here, enable or disable will be handled in runtime
-            await self.load_bot(bot)
+            try:
+                await self.load_bot(bot)
+            except platform_errors.AdapterNotFoundError as e:
+                self.ap.logger.warning(f'Adapter {e.adapter_name} not found, skipping bot {bot.uuid}')
+            except Exception as e:
+                self.ap.logger.error(f'Failed to load bot {bot.uuid}: {e}\n{traceback.format_exc()}')

    async def load_bot(
        self,
@@ -191,6 +226,9 @@ class PlatformManager:

        logger = EventLogger(name=f'platform-adapter-{bot_entity.name}', ap=self.ap)

+        if bot_entity.adapter not in self.adapter_dict:
+            raise platform_errors.AdapterNotFoundError(bot_entity.adapter)
+
        adapter_inst = self.adapter_dict[bot_entity.adapter](
            bot_entity.adapter_config,
            self.ap,
@@ -220,7 +258,9 @@ class PlatformManager:
                return

    def get_available_adapters_info(self) -> list[dict]:
-        return [component.to_plain_dict() for component in self.adapter_components]
+        return [
+            component.to_plain_dict() for component in self.adapter_components if component.metadata.name != 'webchat'
+        ]

    def get_available_adapter_info_by_name(self, name: str) -> dict | None:
        for component in self.adapter_components:
@@ -273,6 +313,8 @@ class PlatformManager:

    async def run(self):
        # This method will only be called when the application launching
+        await self.webchat_proxy_bot.run()
+
        for bot in self.bots:
            if bot.enable:
                await bot.run()
--- a/pkg/platform/logger.py
+++ b/pkg/platform/logger.py
@@ -119,7 +119,7 @@ class EventLogger:
    async def _truncate_logs(self):
        if len(self.logs) > MAX_LOG_COUNT:
            for i in range(DELETE_COUNT_PER_TIME):
-                for image_key in self.logs[i].images:
+                for image_key in self.logs[i].images:  # type: ignore
                    await self.ap.storage_mgr.storage_provider.delete(image_key)
            self.logs = self.logs[DELETE_COUNT_PER_TIME:]

--- a/pkg/platform/sources/aiocqhttp.py
+++ b/pkg/platform/sources/aiocqhttp.py
@@ -16,7 +16,6 @@ from ..logger import EventLogger


 class AiocqhttpMessageConverter(adapter.MessageConverter):
-
    @staticmethod
    async def yiri2target(
        message_chain: platform_message.MessageChain,
@@ -61,6 +60,15 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
            elif type(msg) is platform_message.Forward:
                for node in msg.node_list:
                    msg_list.extend((await AiocqhttpMessageConverter.yiri2target(node.message_chain))[0])
+            elif isinstance(msg, platform_message.File):
+                msg_list.append({'type': 'file', 'data': {'file': msg.url, 'name': msg.name}})
+            elif isinstance(msg, platform_message.Face):
+                if msg.face_type == 'face':
+                    msg_list.append(aiocqhttp.MessageSegment.face(msg.face_id))
+                elif msg.face_type == 'rps':
+                    msg_list.append(aiocqhttp.MessageSegment.rps())
+                elif msg.face_type == 'dice':
+                    msg_list.append(aiocqhttp.MessageSegment.dice())

            else:
                msg_list.append(aiocqhttp.MessageSegment.text(str(msg)))
@@ -68,34 +76,154 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
        return msg_list, msg_id, msg_time

    @staticmethod
-    async def target2yiri(message: str, message_id: int = -1,bot=None):
+    async def target2yiri(message: str, message_id: int = -1, bot: aiocqhttp.CQHttp = None):
        message = aiocqhttp.Message(message)

+        def get_face_name(face_id):
+            face_code_dict = {
+                '2': '好色',
+                '4': '得意',
+                '5': '流泪',
+                '8': '睡',
+                '9': '大哭',
+                '10': '尴尬',
+                '12': '调皮',
+                '14': '微笑',
+                '16': '酷',
+                '21': '可爱',
+                '23': '傲慢',
+                '24': '饥饿',
+                '25': '困',
+                '26': '惊恐',
+                '27': '流汗',
+                '28': '憨笑',
+                '29': '悠闲',
+                '30': '奋斗',
+                '32': '疑问',
+                '33': '嘘',
+                '34': '晕',
+                '38': '敲打',
+                '39': '再见',
+                '41': '发抖',
+                '42': '爱情',
+                '43': '跳跳',
+                '49': '拥抱',
+                '53': '蛋糕',
+                '60': '咖啡',
+                '63': '玫瑰',
+                '66': '爱心',
+                '74': '太阳',
+                '75': '月亮',
+                '76': '赞',
+                '78': '握手',
+                '79': '胜利',
+                '85': '飞吻',
+                '89': '西瓜',
+                '96': '冷汗',
+                '97': '擦汗',
+                '98': '抠鼻',
+                '99': '鼓掌',
+                '100': '糗大了',
+                '101': '坏笑',
+                '102': '左哼哼',
+                '103': '右哼哼',
+                '104': '哈欠',
+                '106': '委屈',
+                '109': '左亲亲',
+                '111': '可怜',
+                '116': '示爱',
+                '118': '抱拳',
+                '120': '拳头',
+                '122': '爱你',
+                '123': 'NO',
+                '124': 'OK',
+                '125': '转圈',
+                '129': '挥手',
+                '144': '喝彩',
+                '147': '棒棒糖',
+                '171': '茶',
+                '173': '泪奔',
+                '174': '无奈',
+                '175': '卖萌',
+                '176': '小纠结',
+                '179': 'doge',
+                '180': '惊喜',
+                '181': '骚扰',
+                '182': '笑哭',
+                '183': '我最美',
+                '201': '点赞',
+                '203': '托脸',
+                '212': '托腮',
+                '214': '啵啵',
+                '219': '蹭一蹭',
+                '222': '抱抱',
+                '227': '拍手',
+                '232': '佛系',
+                '240': '喷脸',
+                '243': '甩头',
+                '246': '加油抱抱',
+                '262': '脑阔疼',
+                '264': '捂脸',
+                '265': '辣眼睛',
+                '266': '哦哟',
+                '267': '头秃',
+                '268': '问号脸',
+                '269': '暗中观察',
+                '270': 'emm',
+                '271': '吃瓜',
+                '272': '呵呵哒',
+                '273': '我酸了',
+                '277': '汪汪',
+                '278': '汗',
+                '281': '无眼笑',
+                '282': '敬礼',
+                '284': '面无表情',
+                '285': '摸鱼',
+                '287': '哦',
+                '289': '睁眼',
+                '290': '敲开心',
+                '293': '摸锦鲤',
+                '294': '期待',
+                '297': '拜谢',
+                '298': '元宝',
+                '299': '牛啊',
+                '305': '右亲亲',
+                '306': '牛气冲天',
+                '307': '喵喵',
+                '314': '仔细分析',
+                '315': '加油',
+                '318': '崇拜',
+                '319': '比心',
+                '320': '庆祝',
+                '322': '拒绝',
+                '324': '吃糖',
+                '326': '生气',
+            }
+            return face_code_dict.get(face_id, '')
+
        async def process_message_data(msg_data, reply_list):
-            if msg_data["type"] == "image":
-                image_base64, image_format = await image.qq_image_url_to_base64(msg_data["data"]['url'])
-                reply_list.append(
-                    platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}'))
+            if msg_data['type'] == 'image':
+                image_base64, image_format = await image.qq_image_url_to_base64(msg_data['data']['url'])
+                reply_list.append(platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}'))

-            elif msg_data["type"] == "text":
-                reply_list.append(platform_message.Plain(text=msg_data["data"]["text"]))
+            elif msg_data['type'] == 'text':
+                reply_list.append(platform_message.Plain(text=msg_data['data']['text']))

-            elif msg_data["type"] == "forward":  # 这里来应该传入转发消息组，暂时传入qoute
-                for forward_msg_datas in msg_data["data"]["content"]:
-                    for forward_msg_data in forward_msg_datas["message"]:
+            elif msg_data['type'] == 'forward':  # 这里来应该传入转发消息组，暂时传入qoute
+                for forward_msg_datas in msg_data['data']['content']:
+                    for forward_msg_data in forward_msg_datas['message']:
                        await process_message_data(forward_msg_data, reply_list)

-            elif msg_data["type"] == "at":
-                if msg_data["data"]['qq'] == 'all':
+            elif msg_data['type'] == 'at':
+                if msg_data['data']['qq'] == 'all':
                    reply_list.append(platform_message.AtAll())
                else:
                    reply_list.append(
                        platform_message.At(
-                            target=msg_data["data"]['qq'],
+                            target=msg_data['data']['qq'],
                        )
                    )

-
        yiri_msg_list = []

        yiri_msg_list.append(platform_message.Source(id=message_id, time=datetime.datetime.now()))
@@ -114,8 +242,15 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
            elif msg.type == 'text':
                yiri_msg_list.append(platform_message.Plain(text=msg.data['text']))
            elif msg.type == 'image':
-                image_base64, image_format = await image.qq_image_url_to_base64(msg.data['url'])
-                yiri_msg_list.append(platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}'))
+                emoji_id = msg.data.get('emoji_package_id', None)
+                if emoji_id:
+                    face_id = emoji_id
+                    face_name = msg.data.get('summary', '')
+                    image_msg = platform_message.Face(face_id=face_id, face_name=face_name)
+                else:
+                    image_base64, image_format = await image.qq_image_url_to_base64(msg.data['url'])
+                    image_msg = platform_message.Image(base64=f'data:image/{image_format};base64,{image_base64}')
+                yiri_msg_list.append(image_msg)
            elif msg.type == 'forward':
                # 暂时不太合理
                # msg_datas = await bot.get_msg(message_id=message_id)
@@ -124,38 +259,53 @@ class AiocqhttpMessageConverter(adapter.MessageConverter):
                #     await process_message_data(msg_data, yiri_msg_list)
                pass

-
            elif msg.type == 'reply':  # 此处处理引用消息传入Qoute
-                msg_datas = await bot.get_msg(message_id=msg.data["id"])
+                msg_datas = await bot.get_msg(message_id=msg.data['id'])

-                for msg_data in msg_datas["message"]:
+                for msg_data in msg_datas['message']:
                    await process_message_data(msg_data, reply_list)

-                reply_msg = platform_message.Quote(message_id=msg.data["id"],sender_id=msg_datas["user_id"],origin=reply_list)
+                reply_msg = platform_message.Quote(
+                    message_id=msg.data['id'], sender_id=msg_datas['user_id'], origin=reply_list
+                )
                yiri_msg_list.append(reply_msg)

-
-
-
-
-
+            # 这里下载所有文件会导致下载文件过多，暂时不下载
+            # elif msg.type == 'file':
+            #     # file_name = msg.data['file']
+            #     file_id = msg.data['file_id']
+            #     file_data = await bot.get_file(file_id=file_id)
+            #     file_name = file_data.get('file_name')
+            #     file_path = file_data.get('file')
+            #     file_url = file_data.get('file_url')
+            #     file_size = file_data.get('file_size')
+            #     yiri_msg_list.append(platform_message.File(id=file_id, name=file_name,url=file_url,size=file_size))
+            elif msg.type == 'face':
+                face_id = msg.data['id']
+                face_name = msg.data['raw']['faceText']
+                if not face_name:
+                    face_name = get_face_name(face_id)
+                yiri_msg_list.append(platform_message.Face(face_id=int(face_id), face_name=face_name.replace('/', '')))
+            elif msg.type == 'rps':
+                face_id = msg.data['result']
+                yiri_msg_list.append(platform_message.Face(face_type='rps', face_id=int(face_id), face_name='猜拳'))
+            elif msg.type == 'dice':
+                face_id = msg.data['result']
+                yiri_msg_list.append(platform_message.Face(face_type='dice', face_id=int(face_id), face_name='骰子'))

        chain = platform_message.MessageChain(yiri_msg_list)

        return chain


-
-
 class AiocqhttpEventConverter(adapter.EventConverter):
    @staticmethod
    async def yiri2target(event: platform_events.MessageEvent, bot_account_id: int):
        return event.source_platform_object

    @staticmethod
-    async def target2yiri(event: aiocqhttp.Event,bot=None):
-        yiri_chain = await AiocqhttpMessageConverter.target2yiri(event.message, event.message_id,bot)
-
+    async def target2yiri(event: aiocqhttp.Event, bot=None):
+        yiri_chain = await AiocqhttpMessageConverter.target2yiri(event.message, event.message_id, bot)

        if event.message_type == 'group':
            permission = 'MEMBER'
@@ -263,15 +413,18 @@ class AiocqhttpAdapter(adapter.MessagePlatformAdapter):
        async def on_message(event: aiocqhttp.Event):
            self.bot_account_id = event.self_id
            try:
-                return await callback(await self.event_converter.target2yiri(event,self.bot), self)
+                return await callback(await self.event_converter.target2yiri(event, self.bot), self)
            except Exception:
                await self.logger.error(f'Error in on_message: {traceback.format_exc()}')
                traceback.print_exc()

        if event_type == platform_events.GroupMessage:
            self.bot.on_message('group')(on_message)
+            # self.bot.on_notice()(on_message)
        elif event_type == platform_events.FriendMessage:
            self.bot.on_message('private')(on_message)
+            # self.bot.on_notice()(on_message)
+        # print(event_type)

        async def on_websocket_connection(event: aiocqhttp.Event):
            for event in self.on_websocket_connection_event_cache:
--- a/Show More
+++ b/Show More