feat: improve thinking mode portability and add continuous runner

Co-authored-by: monkeycode-ai <monkeycode-ai@chaitin.com>
docs: 添加 web coding 快速部署说明
2026-06-15 18:37:03 +00:00 · 2026-05-04 14:44:23 +00:00 · 2026-04-30 17:45:16 +08:00 · 2026-04-23 09:15:02 +08:00 · 2026-04-23 00:52:53 +08:00 · 2026-04-21 22:54:11 +08:00
594 changed files with 38038 additions and 26312 deletions
--- a/.github/ISSUE_TEMPLATE/bug_report.md
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,41 @@
+---
+name: 漏洞报告
+about: 报告项目中的Bug或安全问题
+title: '[Bug] '
+labels: 'bug'
+assignees: ''
+---
+
+## 问题描述
+
+简要描述遇到的问题：
+
+## 复现步骤
+
+1.
+2.
+3.
+
+## 期望行为
+
+描述你期望发生的情况：
+
+## 实际行为
+
+描述实际发生的情况：
+
+## 环境信息
+
+| 项目 | 信息 |
+|:---|:---|
+| 操作系统 |  |
+| JDK版本 |  |
+| 项目版本 |  |
+
+## 截图/日志
+
+如有相关信息，请在此粘贴：
+
+## 补充说明
+
+其他补充信息：
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1 @@
+blank_issues_enabled: true
--- a/.github/ISSUE_TEMPLATE/custom.md
+++ b/.github/ISSUE_TEMPLATE/custom.md
@@ -0,0 +1,15 @@
+---
+name: 自定义
+about: 其他问题或讨论
+title: ''
+labels: ''
+assignees: ''
+---
+
+## 描述
+
+请详细描述你的问题或需求：
+
+## 补充信息
+
+如有其他补充，请在此填写：
--- a/.github/ISSUE_TEMPLATE/enterprise-collaboration.md
+++ b/.github/ISSUE_TEMPLATE/enterprise-collaboration.md
@@ -0,0 +1,57 @@
+---
+name: 企业AI应用合作登记
+about: 登记企业信息与合作意向，获取免费技术支持
+title: '[合作登记] 企业AI应用需求登记'
+labels: '合作登记'
+assignees: ''
+---
+
+## 登记说明
+
+感谢您关注 RuoYi AI！我们团队今年的重点是帮助企业落地AI应用，如果贵公司符合要求，我们可以提供**免费的技术支持**。
+
+请在下方评论中填写登记信息，格式如下：
+
+---
+
+## 登记格式预览
+
+| 字段 | 内容 |
+|:---|:---|
+| 公司名称 | （必填） |
+| 公司Logo地址 | （可选） |
+| 所属行业 | （必填） |
+| 公司所在地 | （必填） |
+| 项目名称 | （必填） |
+| 项目Logo地址 | （可选） |
+| 项目简介 | （必填） |
+| 当前AI应用状态 | □ 尚未开始 □ 规划中 □ 已有初步应用 □ 已有成熟应用 |
+| 计划落地时间 | □ 1个月内 □ 1-3个月 □ 3-6个月 □ 6个月以上 |
+| 当前痛点或挑战 | （可选） |
+| 公司简介 | （可选） |
+
+---
+
+## 可复制格式
+
+复制下方内容并在评论中填写：
+
+```
+| 字段 | 内容 |
+|:---|:---|
+| 公司名称 |  |
+| 公司Logo地址 |  |
+| 所属行业 |  |
+| 公司所在地 |  |
+| 项目名称 |  |
+| 项目Logo地址 |  |
+| 项目简介 |  |
+| 当前AI应用状态 |  |
+| 计划落地时间 |  |
+| 当前痛点或挑战 |  |
+| 公司简介 |  |
+```
+
+---
+
+> **温馨提示**：提交的信息仅用于合作沟通，不会对外公开。
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,31 @@
+---
+name: 想法建议
+about: 提出新功能建议或改进想法
+title: '[Feature] '
+labels: 'enhancement'
+assignees: ''
+---
+
+## 建议类型
+
+□ 新功能  □ 功能改进  □ 文档完善  □ 其他
+
+## 建议描述
+
+清晰描述你的建议内容：
+
+## 使用场景
+
+描述这个功能在什么场景下会用到：
+
+## 期望效果
+
+描述你期望的效果：
+
+## 参考示例
+
+如有类似的参考实现或产品，请提供链接：
+
+## 补充说明
+
+其他补充信息：
--- a/.gitignore
+++ b/.gitignore
@@ -21,10 +21,13 @@ target/

 ### IntelliJ IDEA ###
 .idea
+.claude
+.github
 *.iws
 *.iml
 *.ipr

+
 ### JRebel ###
 rebel.xml

@@ -41,9 +44,11 @@ nbdist/
 *.log.gz
 *.xml.versionsBackup
 *.swp
+data/

 !*/build/*.java
 !*/build/*.html
 !*/build/*.xml

 .flattened-pom.xml
+/.claude/settings.local.json
--- a/.monkeycode/MEMORY.md
+++ b/.monkeycode/MEMORY.md
@@ -0,0 +1,32 @@
+# 用户指令记忆
+
+本文件记录了用户的指令、偏好和教导，用于在未来的交互中提供参考。
+
+## 格式
+
+### 用户指令条目
+用户指令条目应遵循以下格式：
+
+[用户指令摘要]
+- Date: [YYYY-MM-DD]
+- Context: [提及的场景或时间]
+- Instructions:
+  - [用户教导或指示的内容，逐行描述]
+
+### 项目知识条目
+Agent 在任务执行过程中发现的条目应遵循以下格式：
+
+[项目知识摘要]
+- Date: [YYYY-MM-DD]
+- Context: Agent 在执行 [具体任务描述] 时发现
+- Category: [代码结构|代码模式|代码生成|构建方法|测试方法|依赖关系|环境配置]
+- Instructions:
+  - [具体的知识点，逐行描述]
+
+## 去重策略
+- 添加新条目前，检查是否存在相似或相同的指令
+- 若发现重复，跳过新条目或与已有条目合并
+- 合并时，更新上下文或日期信息
+- 这有助于避免冗余条目，保持记忆文件整洁
+
+## 条目
--- a/README.md
+++ b/README.md
@@ -17,12 +17,9 @@

 <img src="docs/image/logo.png" alt="RuoYi AI Logo" width="120" height="120">

-## 功能建议&bug提交：【腾讯文档】
-https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
-
 ### 企业级AI助手平台

-*开箱即用的全栈AI平台，集成Coze、DIFY等主流AI平台，提供先进的RAG技术、知识图谱、数字人和AI流程编排能力*
+*开箱即用的全栈AI平台，支持多智能体协同、Supervisor模式编排、多种决策模式、RAG技术和流程编排能力*

 **[English](README_EN.md)** | **[📖 使用文档](https://doc.pandarobot.chat)** |
 **[🚀 在线体验](https://web.pandarobot.chat)** | **[🐛 问题反馈](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 功能建议](https://github.com/ageerle/ruoyi-ai/issues)**
@@ -30,38 +27,24 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
 </div>


-
-
 ## ✨ 核心亮点

-### 智能AI引擎
- **多模型接入**：支持 OpenAI、DeepSeek、通义千问、智谱AI 等主流厂商的模型
- **多模态理解**：支持文本、图片、文档等多种格式的智能处理
- **AI平台集成**：集成了 **扣子(Coze)**、**DIFY**、**FastGPT** 等主流AI应用平台
- **MCP能力集成**：基于模型上下文协议，打造可扩展的AI工具生态系统
- **AI编程助手**：内置智能代码分析和项目脚手架生成能力
-
-### 本地化RAG方案
- **私有知识库**：基于 Langchain4j 框架 + BGE-large-zh-v1.5 中文向量模型实现本地私有知识库
- **多种向量库**：支持 Milvus、Weaviate、Qdrant 等主流向量数据库
- **数据安全可控**：支持完全本地部署，保护企业数据隐私
- **灵活模型部署**：兼容 Ollama、vLLM 等本地推理框架
-
-### AI创作工具
- **AI 绘画创作**： 集成 MidJourney、GPT-4o-image
- **智能PPT生成**：一键将文本内容转换为精美演示文稿
-
-### 知识图谱与智能编排
- **知识图谱构建**：自动从文档和对话中提取实体关系，构建可视化知识网络
- **AI 流程编排**：可视化工作流设计器，支持复杂AI任务的编排和自动化执行
- **数字人交互**：集成数字人形象，提供更自然的人机交互体验
+|     模块     | 现有能力 
+|:----------:|---
+|  **模型管理**  | 多模型接入(OpenAI/DeepSeek/通义/智谱/MiniMax)、多模态理解、Coze/DIFY/FastGPT平台集成
+|  **知识管理**  | 本地RAG + 向量库(Milvus/Weaviate/Qdrant)  + 文档解析
+|  **工具管理**  | Mcp协议集成、Skills能力 + 可扩展工具生态                             
+|  **流程编排**  | 可视化工作流设计器、节点拖拽编排、SSE流式执行,目前已经支持模型调用,邮件发送,人工审核等节点  
+|  **多智能体**  | 基于Langchain4j的Agent框架、Supervisor模式编排,支持多种决策模型          

 ## 🚀 快速体验

 ### 在线演示

- **用户端体验**：[web.pandarobot.chat](https://web.pandarobot.chat) (账号：admin 密码：admin123)
- **管理后台**：[admin.pandarobot.chat](https://admin.pandarobot.chat) (账号：admin 密码：admin123)
+|   平台   | 地址 | 账号 |
+|:------:|---|---|
+|  用户端   | [web.pandarobot.chat](https://web.pandarobot.chat) | admin / admin123 |
+| 管理后台 | [admin.pandarobot.chat](https://admin.pandarobot.chat) | admin / admin123 |

 ### 项目源码

@@ -71,19 +54,158 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
 | 🎨 用户前端  | [ruoyi-web](https://github.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web)     |
 | 🛠️ 管理后台 | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |

+### 合作项目
+| 项目名称           | GitHub 仓库                                             | Gitee 仓库                                             
+|----------------|-------------------------------------------------------|------------------------------------------------------|
+| element-plus-x | [element-plus-x](https://github.com/element-plus-x/Element-Plus-X)       | [element-plus-x](https://gitee.com/he-jiayue/element-plus-x)       | 
+
 ## 🛠️ 技术架构

 ### 核心框架
- **后端架构**：Spring Boot 3.5 + Langchain4j
+- **后端架构**：Spring Boot 3.5.8 + Langchain4j
 - **数据存储**：MySQL 8.0 + Redis + 向量数据库（Milvus/Weaviate/Qdrant）
- **前端技术**：Vue 3 + Vben Admin + Element UI
+- **前端技术**：Vue 3 + Vben Admin + element-plus-x
 - **安全认证**：Sa-Token + JWT 双重保障

-### 系统组件
+
 - **文档处理**：PDF、Word、Excel 解析，图像智能分析
 - **实时通信**：WebSocket 实时通信，SSE 流式响应
 - **系统监控**：完善的日志体系、性能监控、服务健康检查

+## 使用web coding急速部署
+####  在线体验： https://monkeycode-ai.com/?ic=019d9e9f-edc3-7a4b-8987-11b028751a1e
+
+<table>
+<tr>
+<td align="center" style="padding: 20px;">
+<img src="docs/image/01.png" alt="web code" width="660" height="400"><br>
+</td>
+</tr>
+<tr>
+<td align="center" style="padding: 20px;">
+<img src="docs/image/02.png" alt="web code" width="660" height="400"><br>
+</td>
+</tr>
+<tr>
+<td align="center" style="padding: 20px;">
+<img src="docs/image/03.png" alt="web code" width="660" height="400"><br>
+</td>
+</tr>
+</table>
+
+#### 等待10分钟左右即可完成
+
+## 🐳 Docker 部署
+
+本项目提供两种 Docker 部署方式：
+
+### 方式一：一键启动所有服务（推荐）
+
+使用 `docker-compose-all.yaml` 可以一键启动所有服务（包括后端、管理端、用户端及依赖服务）：
+
+```bash
+# 克隆仓库
+git clone https://github.com/ageerle/ruoyi-ai.git
+cd ruoyi-ai
+
+# 启动所有服务（从镜像仓库拉取预构建镜像）
+docker-compose -f docker-compose-all.yaml up -d
+
+# 查看服务状态
+docker-compose -f docker-compose-all.yaml ps
+
+# 访问服务
+# 管理端: http://localhost:25666 (admin / admin123)
+# 用户端: http://localhost:25137
+# 后端API: http://localhost:26039
+```
+
+### 方式二：分步部署（源码编译）
+
+如果您需要从源码构建后端服务，请按照以下步骤操作：
+
+#### 第一步：部署后端服务
+
+```bash
+# 进入后端项目目录
+cd ruoyi-ai
+
+# 启动后端服务（源码编译构建）
+docker-compose up -d --build
+
+# 等待后端服务启动完成
+docker-compose logs -f backend
+```
+
+#### 第二步：部署管理端
+
+```bash
+# 进入管理端项目目录
+cd ruoyi-admin
+
+# 构建并启动管理端
+docker-compose up -d --build
+
+# 访问管理端
+# 地址: http://localhost:5666
+```
+
+#### 第三步：部署用户端（可选）
+
+```bash
+# 进入用户端项目目录
+cd ruoyi-web
+
+# 构建并启动用户端
+docker-compose up -d --build
+
+# 访问用户端
+# 地址: http://localhost:5137
+```
+
+### 服务端口说明
+
+| 服务 | 一键启动端口 | 分步部署端口 | 说明 |
+|------|-------------|-------------|------|
+| 管理端 | 25666 | 5666 | 管理后台访问地址 |
+| 用户端 | 25137 | 5137 | 用户前端访问地址 |
+| 后端服务 | 26039 | 6039 | 后端 API 服务 |
+| MySQL | 23306 | 23306 | 数据库服务 |
+| Redis | 26379 | 6379 | 缓存服务 |
+| Weaviate | 28080 | 28080 | 向量数据库 |
+| MinIO API | 29000 | 9000 | 对象存储 API |
+| MinIO Console | 29090 | 9090 | 对象存储控制台 |
+
+### 镜像仓库
+
+所有镜像托管在阿里云容器镜像服务：
+
+```
+crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai
+```
+
+可用镜像：
+- `mysql:v3` - MySQL 数据库（包含初始化 SQL）
+- `redis:6.2` - Redis 缓存
+- `weaviate:1.30.0` - 向量数据库
+- `minio:latest` - 对象存储
+- `ruoyi-ai-backend:latest` - 后端服务
+- `ruoyi-ai-admin:latest` - 管理端前端
+- `ruoyi-ai-web:latest` - 用户端前端
+
+### 常用命令
+
+```bash
+# 停止所有服务
+docker-compose -f docker-compose-all.yaml down
+
+# 查看服务日志
+docker-compose -f docker-compose-all.yaml logs -f [服务名]
+
+# 重启某个服务
+docker-compose -f docker-compose-all.yaml restart [服务名]
+```
+
 ## 📚 使用文档

 想要深入了解安装部署、功能配置和二次开发？
@@ -123,9 +245,6 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
  算力和模型 API 服务
 - [优云智算](https://www.compshare.cn/?ytag=GPU_YY-gh_ruoyi) - 万卡RTX40系GPU+海内外主流模型API服务，秒级响应，按量计费，新客免费用。

-## 优秀开源项目及社区推荐
- [imaiwork](https://gitee.com/tsinghua-open/imaiwork) - AI手机开源版，AI获客手机项目，基于无障碍模式，RPA，比豆包AI手机更强大。
-
 ## 💬 社区交流

 <div align="center">
@@ -149,7 +268,6 @@ https://docs.qq.com/sheet/DR3hoR3FVVkpJcnVm
 </div>

 ---
-
 <div align="center">

 **[⭐ 点个Star支持一下](https://github.com/ageerle/ruoyi-ai)** • **[ Fork 开始贡献](https://github.com/ageerle/ruoyi-ai/fork)** • **[📚 English](README_EN.md)** • **[📖 查看完整文档](https://doc.pandarobot.chat)**
--- a/README_EN.md
+++ b/README_EN.md
@@ -1,3 +1,4 @@
+
 # RuoYi AI

 <div align="center">
@@ -19,64 +20,171 @@

 ### Enterprise-Grade AI Assistant Platform

-*An out-of-the-box intelligent AI platform that integrates mainstream AI platforms such as Coze and DIFY, providing advanced RAG technology, knowledge graphs, digital humans, and AI workflow orchestration capabilities*
+*An out-of-the-box full-stack AI platform supporting multi-agent collaboration, Supervisor mode orchestration, and multiple decision models, with advanced RAG technology and visual workflow orchestration capabilities*

 **[中文](README.md)** | **[📖 Documentation](https://doc.pandarobot.chat)** |
 **[🚀 Live Demo](https://web.pandarobot.chat)** | **[🐛 Report Issues](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 Feature Requests](https://github.com/ageerle/ruoyi-ai/issues)**

 </div>

+
+
+
 ## ✨ Core Features

-### Intelligent AI Engine
- **Multi-Model Integration**: Supports mainstream LLM providers including OpenAI, DeepSeek, Alibaba's Tongyi Qianwen, and Zhipu AI
- **Multi-Modal Understanding**: Intelligently processes multiple formats including text, images, and documents
- **AI Platform Integration**: Integrates mainstream AI application platforms like **Coze**, **DIFY**, and **FastGPT**
- **MCP Capability Integration**: Build an extensible AI toolkit ecosystem based on the Model Context Protocol
- **AI Coding Assistant**: Built-in intelligent code analysis and project scaffolding generation capabilities
-
-### Local RAG Solution
- **Private Knowledge Base**: Implements local private knowledge base based on Langchain4j framework + BGE-large-zh-v1.5 Chinese vector model
- **Multiple Vector Databases**: Supports mainstream vector databases including Milvus, Weaviate, and Qdrant
- **Data Security & Privacy**: Supports fully local deployment to protect enterprise data privacy
- **Flexible Model Deployment**: Compatible with local inference frameworks like Ollama and vLLM
-
-### AI Creative Tools
- **AI Image Generation**: Integrates MidJourney and GPT-4o-image
- **Intelligent PPT Generation**: Convert text content to beautiful presentations with one click
-
-### Knowledge Graph & Intelligent Orchestration
- **Knowledge Graph Construction**: Automatically extract entity relationships from documents and conversations, build visualized knowledge networks
- **AI Workflow Orchestration**: Visual workflow designer supporting complex AI task orchestration and automated execution
- **Digital Human Interaction**: Integrated digital avatars providing more natural human-machine interaction experience
+| Module | Current Capabilities |
+|:---:|---|
+| **Model Management** | Multi-model integration (OpenAI/DeepSeek/Tongyi/Zhipu/MiniMax), multi-modal understanding, Coze/DIFY/FastGPT platform integration |
+| **Knowledge Base** | Local RAG + Vector DB (Milvus/Weaviate/Qdrant) + Document parsing |
+| **Tool Management** | MCP protocol integration, Skills capability + Extensible tool ecosystem |
+| **Workflow Orchestration** | Visual workflow designer, drag-and-drop node orchestration, SSE streaming execution, currently supports model calls, email sending, manual review nodes |
+| **Multi-Agent** | Agent framework based on Langchain4j, Supervisor mode orchestration, supports multiple decision models |

 ## 🚀 Quick Start

 ### Live Demo

- **User Experience**: [web.pandarobot.chat](https://web.pandarobot.chat) (Username: admin, Password: admin123)
- **Admin Dashboard**: [admin.pandarobot.chat](https://admin.pandarobot.chat) (Username: admin, Password: admin123)
+|   Platform   | URL | Account |
+|:------:|---|---|
+|  User Frontend   | [web.pandarobot.chat](https://web.pandarobot.chat) | admin / admin123 |
+| Admin Panel | [admin.pandarobot.chat](https://admin.pandarobot.chat) | admin / admin123 |

 ### Project Repositories

-| Module           | GitHub Repository                                      | Gitee Repository                                      | GitCode Repository                                      |
-|------------------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
-| 🔧 Backend       | [ruoyi-ai](https://github.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitee.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitcode.com/ageerle/ruoyi-ai)       |
-| 🎨 User Frontend | [ruoyi-web](https://github.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web)     |
-| 🛠️ Admin Panel   | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |
+| Module     | GitHub Repository                                             | Gitee Repository                                             | GitCode Repository                                             |
+|----------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
+| 🔧 Backend  | [ruoyi-ai](https://github.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitee.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitcode.com/ageerle/ruoyi-ai)       |
+| 🎨 User Frontend  | [ruoyi-web](https://github.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitee.com/ageerle/ruoyi-web)     | [ruoyi-web](https://gitcode.com/ageerle/ruoyi-web)     |
+| 🛠️ Admin Panel | [ruoyi-admin](https://github.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitee.com/ageerle/ruoyi-admin) | [ruoyi-admin](https://gitcode.com/ageerle/ruoyi-admin) |
+
+### Partner Projects
+| Project Name           | GitHub Repository                                             | Gitee Repository |
+|----------------|-------------------------------------------------------|------------------------------------------------------|
+| element-plus-x | [element-plus-x](https://github.com/element-plus-x/Element-Plus-X)       | [element-plus-x](https://gitee.com/he-jiayue/element-plus-x)       |

 ## 🛠️ Technical Architecture

 ### Core Framework
- **Backend**: Spring Boot 3.5 + Langchain4j
+- **Backend**: Spring Boot 3.5.8 + Langchain4j
 - **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate/Qdrant)
- **Frontend**: Vue 3 + Vben Admin + Element UI
+- **Frontend**: Vue 3 + Vben Admin + element-plus-x
 - **Security**: Sa-Token + JWT dual-layer security

-### System Components
- **Document Processing**: PDF, Word, and Excel parsing with intelligent image analysis
- **Real-Time Communication**: WebSocket real-time communication with SSE streaming responses
- **System Monitoring**: Comprehensive logging system, performance monitoring, and service health checks
+
+- **Document Processing**: PDF, Word, Excel parsing, intelligent image analysis
+- **Real-time Communication**: WebSocket real-time communication, SSE streaming response
+- **System Monitoring**: Comprehensive logging system, performance monitoring, service health checks
+
+## 🐳 Docker Deployment
+
+This project provides two Docker deployment methods:
+
+### Method 1: One-click Start All Services (Recommended)
+
+Use `docker-compose-all.yaml` to start all services at once (including backend, admin panel, user frontend, and dependencies):
+
+```bash
+# Clone the repository
+git clone https://github.com/ageerle/ruoyi-ai.git
+cd ruoyi-ai
+
+# Start all services (pull pre-built images from registry)
+docker-compose -f docker-compose-all.yaml up -d
+
+# Check service status
+docker-compose -f docker-compose-all.yaml ps
+
+# Access services
+# Admin Panel: http://localhost:25666 (admin / admin123)
+# User Frontend: http://localhost:25137
+# Backend API: http://localhost:26039
+```
+
+### Method 2: Step-by-step Deployment (Source Build)
+
+If you need to build backend services from source, follow these steps:
+
+#### Step 1: Deploy Backend Service
+
+```bash
+# Enter backend project directory
+cd ruoyi-ai
+
+# Start backend service (build from source)
+docker-compose up -d --build
+
+# Wait for backend service to start
+docker-compose logs -f backend
+```
+
+#### Step 2: Deploy Admin Panel
+
+```bash
+# Enter admin panel project directory
+cd ruoyi-admin
+
+# Build and start admin panel
+docker-compose up -d --build
+
+# Access admin panel
+# URL: http://localhost:5666
+```
+
+#### Step 3: Deploy User Frontend (Optional)
+
+```bash
+# Enter user frontend project directory
+cd ruoyi-web
+
+# Build and start user frontend
+docker-compose up -d --build
+
+# Access user frontend
+# URL: http://localhost:5137
+```
+
+### Service Ports
+
+| Service | One-click Port | Step-by-step Port | Description |
+|------|-------------|-------------|------|
+| Admin Panel | 25666 | 5666 | Admin backend access |
+| User Frontend | 25137 | 5137 | User frontend access |
+| Backend Service | 26039 | 6039 | Backend API service |
+| MySQL | 23306 | 23306 | Database service |
+| Redis | 26379 | 6379 | Cache service |
+| Weaviate | 28080 | 28080 | Vector database |
+| MinIO API | 29000 | 9000 | Object storage API |
+| MinIO Console | 29090 | 9090 | Object storage console |
+
+### Image Registry
+
+All images are hosted on Alibaba Cloud Container Registry:
+
+```
+crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai
+```
+
+Available images:
+- `mysql:v3` - MySQL database (includes initialization SQL)
+- `redis:6.2` - Redis cache
+- `weaviate:1.30.0` - Vector database
+- `minio:latest` - Object storage
+- `ruoyi-ai-backend:latest` - Backend service
+- `ruoyi-ai-admin:latest` - Admin frontend
+- `ruoyi-ai-web:latest` - User frontend
+
+### Common Commands
+
+```bash
+# Stop all services
+docker-compose -f docker-compose-all.yaml down
+
+# View service logs
+docker-compose -f docker-compose-all.yaml logs -f [service-name]
+
+# Restart a service
+docker-compose -f docker-compose-all.yaml restart [service-name]
+```

 ## 📚 Documentation

@@ -115,28 +223,13 @@ Thanks to the following excellent open-source projects for their support:
 - [PPIO Cloud](https://ppinfra.com/user/register?invited_by=P8QTUY&utm_source=github_ruoyi-ai) - Provides cost-effective GPU computing and model API services
 - [Youyun Intelligent Computing](https://www.compshare.cn/?ytag=GPU_YY-gh_ruoyi) - Thousands of RTX40 series GPUs + mainstream models API services, second-level response, pay-per-use, free for new customers.

-## Outstanding Open-Source Projects and Community Recommendations
- [imaiwork](https://gitee.com/tsinghua-open/imaiwork) - Open-source AI phone, AI customer acquisition phone project, based on accessibility mode and RPA, more powerful than Doubao AI phone.

 ## 💬 Community Chat

 <div align="center">

-<table>
-<tr>
-<td align="center">
-<img src="docs/image/wx.png" alt="WeChat QR Code" width="200" height="200"><br>
-<strong>Scan to Add Author's WeChat</strong><br>
-<em>Invitation to join the group</em>
-</td>
-<td align="center">
-<img src="docs/image/qq.png" alt="QQ Group QR Code" width="200" height="200"><br>
-<strong>QQ Technical Discussion Group</strong><br>
-<em>Technical discussions</em>
-</td>
-
-</tr>
-</table>
+**[📱 Join Telegram Group](
+https://t.me/+LqooQAc5HxRmYmE1)**

 </div>

@@ -170,4 +263,4 @@ Thanks to the following excellent open-source projects for their support:

 [license-shield]: https://img.shields.io/github/license/ageerle/ruoyi-ai.svg?style=flat-square

-[license-url]: https://github.com/ageerle/ruoyi-ai/blob/main/LICENSE
+[license-url]: https://github.com/ageerle/ruoyi-ai/blob/main/LICENSE
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -0,0 +1,28 @@
+---
+version: '3.8'
+
+services:
+  minio:
+    image: minio/minio
+    container_name: minio
+    ports:
+      - "9000:9000"
+      - "9090:9090"
+    environment:
+      - MINIO_ACCESS_KEY=ruoyi
+      - MINIO_SECRET_KEY=ruoyi123
+    volumes:
+      - minio_data:/data
+      - minio_config:/root/.minio
+    command: server /data --console-address ":9090"
+    restart: always
+    networks:
+      - minio-net
+
+networks:
+  minio-net:
+    driver: bridge
+
+volumes:
+  minio_data:
+  minio_config:
--- a/neo4j/docker-compose.yml
+++ b/neo4j/docker-compose.yml
@@ -0,0 +1,65 @@
+version: '3.8'
+
+services:
+  neo4j:
+    image: neo4j:5.15.0
+    container_name: ruoyi-neo4j
+    restart: unless-stopped
+    ports:
+      # HTTP端口
+      - "7474:7474"
+      # HTTPS端口
+      - "7473:7473"
+      # Bolt端口
+      - "7687:7687"
+    environment:
+      # 初始密码设置（首次启动后需要修改）
+      - NEO4J_AUTH=neo4j/your_password
+      # 接受许可协议
+      - NEO4J_ACCEPT_LICENSE_AGREEMENT=yes
+      # 内存配置（根据服务器配置调整）
+      - NEO4J_dbms_memory_heap_initial__size=512m
+      - NEO4J_dbms_memory_heap_max__size=2g
+      - NEO4J_dbms_memory_pagecache_size=1g
+      # 事务日志配置
+      - NEO4J_dbms_tx__log_rotation_retention__policy=3 days
+      # 允许从任何主机连接
+      - NEO4J_dbms_default__listen__address=0.0.0.0
+      # 启用APOC插件
+      - NEO4J_dbms_security_procedures_unrestricted=apoc.*
+      - NEO4J_dbms_security_procedures_allowlist=apoc.*
+      # 日志级别
+      - NEO4J_dbms_logs_debug_level=INFO
+    volumes:
+      # 数据持久化
+      - neo4j_data:/data
+      # 日志持久化
+      - neo4j_logs:/logs
+      # 导入目录
+      - neo4j_import:/var/lib/neo4j/import
+      # 插件目录
+      - neo4j_plugins:/plugins
+    networks:
+      - ruoyi-network
+    healthcheck:
+      test: [ "CMD-SHELL", "wget --no-verbose --tries=1 --spider localhost:7474 || exit 1" ]
+      interval: 30s
+      timeout: 10s
+      retries: 5
+      start_period: 40s
+
+volumes:
+  neo4j_data:
+    name: ruoyi-neo4j-data
+  neo4j_logs:
+    name: ruoyi-neo4j-logs
+  neo4j_import:
+    name: ruoyi-neo4j-import
+  neo4j_plugins:
+    name: ruoyi-neo4j-plugins
+
+networks:
+  ruoyi-network:
+    name: ruoyi-network
+    driver: bridge
+
--- a/docs/docker/milvus/docker-compose.yml
+++ b/docs/docker/milvus/docker-compose.yml
@@ -0,0 +1,75 @@
+version: '3.5'
+ 
+services:
+  etcd:
+    container_name: milvus-etcd
+    image: quay.io/coreos/etcd:v3.5.18
+    environment:
+      - ETCD_AUTO_COMPACTION_MODE=revision
+      - ETCD_AUTO_COMPACTION_RETENTION=1000
+      - ETCD_QUOTA_BACKEND_BYTES=4294967296
+      - ETCD_SNAPSHOT_COUNT=50000
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
+    command: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
+    healthcheck:
+      test: ["CMD", "etcdctl", "endpoint", "health"]
+      interval: 30s
+      timeout: 20s
+      retries: 3
+ 
+  minio:
+    container_name: milvus-minio
+    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
+    environment:
+      MINIO_ACCESS_KEY: minioadmin
+      MINIO_SECRET_KEY: minioadmin
+    ports:
+      - "9001:9001"
+      - "9000:9000"
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
+    command: minio server /minio_data --console-address ":9001"
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
+      interval: 30s
+      timeout: 20s
+      retries: 3
+ 
+  standalone:
+    container_name: milvus-standalone
+    image: milvusdb/milvus:v2.5.7
+    command: ["milvus", "run", "standalone"]
+    security_opt:
+    - seccomp:unconfined
+    environment:
+      ETCD_ENDPOINTS: etcd:2379
+      MINIO_ADDRESS: minio:9000
+    volumes:
+      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
+      interval: 30s
+      start_period: 90s
+      timeout: 20s
+      retries: 3
+    ports:
+      - "19530:19530"
+      - "9091:9091"
+    depends_on:
+      - "etcd"
+      - "minio"
+ 
+  attu:
+    container_name: attu
+    image: zilliz/attu:v2.5.7
+    environment:
+      MILVUS_URL: milvus-standalone:19530
+    ports:
+      - "19500:3000"  # 外部端口19500可以自定义
+    depends_on:
+      - "standalone"
+ 
+networks:
+  default:
+    name: milvus
--- a/docs/docker/qdrant/docker-compose.yml
+++ b/docs/docker/qdrant/docker-compose.yml
@@ -0,0 +1,12 @@
+---
+services:
+  qdrant:
+    image: qdrant/qdrant:latest
+    ports:
+      - 6333:6333
+      - 6334:6334
+    volumes:
+      - qdrant_data:/qdrant/storage
+volumes:
+  qdrant_data:
+...
--- a/docs/docker/ruoyi-ai/Dockerfile.backend
+++ b/docs/docker/ruoyi-ai/Dockerfile.backend
@@ -0,0 +1,36 @@
+# RuoYi-AI 后端 Dockerfile
+# 基于 Maven + OpenJDK 17
+
+FROM maven:3.9-eclipse-temurin-17 AS builder
+
+# 设置工作目录
+WORKDIR /build
+
+# 复制 pom.xml 和源码
+COPY pom.xml .
+COPY ruoyi-admin ./ruoyi-admin
+COPY ruoyi-common ./ruoyi-common
+COPY ruoyi-modules ./ruoyi-modules
+COPY ruoyi-extend ./ruoyi-extend
+
+
+# 构建项目 (使用 prod profile)
+RUN mvn clean package -Pprod -DskipTests
+
+# 最终运行镜像
+FROM eclipse-temurin:17-jre-alpine
+
+# 设置工作目录
+WORKDIR /app
+
+# 从构建阶段复制 jar 包
+COPY --from=builder /build/ruoyi-admin/target/ruoyi-admin.jar ./ruoyi-admin.jar
+
+# 创建日志目录
+RUN mkdir -p /ruoyi/server/logs
+
+# 暴露端口
+EXPOSE 6039
+
+# 启动命令
+ENTRYPOINT ["java", "-jar", "ruoyi-admin.jar", "--spring.profiles.active=prod"]
--- a/docs/docker/ruoyi-ai/Dockerfile.mysql
+++ b/docs/docker/ruoyi-ai/Dockerfile.mysql
@@ -0,0 +1,21 @@
+# 基于官方MySQL 8.0镜像构建自定义镜像
+# 构建命令: docker build -t registry.cn-hangzhou.aliyuncs.com/ruoyi-ai/mysql:v3 -f Dockerfile.mysql .
+FROM mysql:8.0.33
+
+# 设置时区
+ENV TZ=Asia/Shanghai
+
+# 复制初始化脚本和SQL文件到镜像中
+COPY docs/script/docker/mysql/init/init-db.sh /docker-entrypoint-initdb.d/init-db.sh
+COPY docs/script/sql/ruoyi-ai-v3_mysql8.sql /docker-entrypoint-initdb.d/ruoyi-ai-v3_mysql8.sql
+
+# 设置脚本可执行权限
+RUN chmod +x /docker-entrypoint-initdb.d/init-db.sh
+
+# MySQL启动参数
+CMD ["--default-authentication-plugin=mysql_native_password", \
+     "--character-set-server=utf8mb4", \
+     "--collation-server=utf8mb4_general_ci", \
+     "--explicit_defaults_for_timestamp=true", \
+     "--lower_case_table_names=1", \
+     "--skip-ssl"]
--- a/docs/docker/ruoyi-ai/docker-compose-all.yaml
+++ b/docs/docker/ruoyi-ai/docker-compose-all.yaml
@@ -0,0 +1,180 @@
+# RuoYi-AI 一键启动全部服务
+# 使用方式: docker-compose up -d
+#
+# 包含服务:
+#   - MySQL 8.0 (数据库，包含初始化SQL)
+#   - Redis 6.2 (缓存)
+#   - Weaviate (向量数据库)
+#   - MinIO (对象存储)
+#   - RuoYi-Backend (后端服务)
+#   - RuoYi-Admin (管理端前端)
+#   - RuoYi-Web (用户端前端)
+#
+# 镜像仓库地址: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai
+
+version: '3.8'
+
+services:
+  # ==================== MySQL 数据库 ====================
+  mysql:
+    # 阿里云镜像地址（包含初始化SQL）
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/mysql:v3
+    container_name: ruoyi-ai-mysql
+    restart: always
+    ports:
+      - "23306:3306"
+    environment:
+      MYSQL_ROOT_PASSWORD: root
+      MYSQL_DATABASE: ruoyi-ai-agent
+      TZ: Asia/Shanghai
+    volumes:
+      - mysql-data:/var/lib/mysql
+    healthcheck:
+      test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-u", "root", "-proot"]
+      interval: 15s
+      timeout: 10s
+      retries: 10
+      start_period: 60s
+    networks:
+      - ruoyi-net
+
+  # ==================== Redis 缓存 ====================
+  redis:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/redis:6.2
+    container_name: ruoyi-ai-redis
+    restart: always
+    ports:
+      - "26379:6379"
+    volumes:
+      - redis-data:/data
+    command: redis-server --appendonly yes
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+    networks:
+      - ruoyi-net
+
+  # ==================== Weaviate 向量数据库 ====================
+  weaviate:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/weaviate:1.30.0
+    container_name: ruoyi-ai-weaviate
+    restart: always
+    ports:
+      - "28080:8080"
+    environment:
+      QUERY_DEFAULTS_LIMIT: 25
+      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: "true"
+      PERSISTENCE_DATA_PATH: /var/lib/weaviate
+      DEFAULT_VECTORIZER_MODULE: none
+      ENABLE_MODULES: text2vec-cohere,text2vec-huggingface,text2vec-palm,text2vec-openai,generative-openai,generative-cohere,generative-palm,ref2vec-centroid,reranker-cohere,qna-openai
+      CLUSTER_HOSTNAME: node1
+    volumes:
+      - weaviate-data:/var/lib/weaviate
+    networks:
+      - ruoyi-net
+
+  # ==================== MinIO 对象存储 ====================
+  minio:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/minio:latest
+    container_name: ruoyi-ai-minio
+    restart: always
+    ports:
+      - "29000:9000"
+      - "29090:9090"
+    environment:
+      MINIO_ROOT_USER: ruoyi
+      MINIO_ROOT_PASSWORD: ruoyi123
+    volumes:
+      - minio-data:/data
+    command: server /data --console-address ":9090"
+    networks:
+      - ruoyi-net
+
+  # ==================== RuoYi-AI 后端服务 ====================
+  backend:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/ruoyi-ai-backend:latest
+    container_name: ruoyi-ai-backend
+    restart: always
+    ports:
+      - "26039:6039"
+    environment:
+      TZ: Asia/Shanghai
+      # MySQL 配置
+      SPRING_DATASOURCE_DYNAMIC_PRIMARY: master
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_DRIVERCLASSNAME: com.mysql.cj.jdbc.Driver
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_URL: jdbc:mysql://mysql:3306/ruoyi-ai-agent?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=false&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_USERNAME: root
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_PASSWORD: root
+      # Redis 配置
+      SPRING_DATA_REDIS_HOST: redis
+      SPRING_DATA_REDIS_PORT: 6379
+      SPRING_DATA_REDIS_DATABASE: 0
+      # 日志配置
+      LOGGING_LEVEL_ORG_RUOYI: info
+      LOGGING_LEVEL_ORG_SPRINGFRAMEWORK: warn
+      SYS_UPLOAD_PATH: /ruoyi/upload
+    volumes:
+      - logs-data:/ruoyi/server/logs
+      - upload-data:/ruoyi/upload
+    depends_on:
+      mysql:
+        condition: service_healthy
+      redis:
+        condition: service_started
+    networks:
+      - ruoyi-net
+
+  # ==================== RuoYi-AI 管理端前端 ====================
+  admin-frontend:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/ruoyi-ai-admin:latest
+    container_name: ruoyi-ai-admin
+    restart: always
+    ports:
+      - "25666:5666"
+    environment:
+      # 后端 API 地址 - 运行时动态配置（无需重新构建镜像）
+      # nginx upstream 配置不需要 http:// 前缀，直接使用 host:port
+      UPSTREAM_HOST: backend:6039
+    # 资源限制 - 防止 CPU 和内存耗尽
+    deploy:
+      resources:
+        limits:
+          cpus: '2'
+          memory: 3G
+        reservations:
+          cpus: '1'
+          memory: 1G
+    depends_on:
+      - backend
+    networks:
+      - ruoyi-net
+
+  # ==================== RuoYi-AI 用户端前端 ====================
+  web-frontend:
+    image: crpi-31mraxd99y2gqdgr.cn-beijing.personal.cr.aliyuncs.com/ruoyi_ai/ruoyi-ai-web:latest
+    container_name: ruoyi-ai-web
+    restart: always
+    ports:
+      - "25137:5137"
+    environment:
+      UPSTREAM_URL: http://backend:6039
+    depends_on:
+      - backend
+    networks:
+      - ruoyi-net
+
+# ==================== 网络配置 ====================
+networks:
+  ruoyi-net:
+    driver: bridge
+
+# ==================== 数据卷配置 ====================
+volumes:
+  mysql-data:
+  redis-data:
+  weaviate-data:
+  minio-data:
+  logs-data:
+  upload-data:
--- a/docs/docker/ruoyi-ai/docker-compose.yaml
+++ b/docs/docker/ruoyi-ai/docker-compose.yaml
@@ -0,0 +1,144 @@
+# RuoYi-AI 一键启动后端服务
+# 使用方式: docker-compose up -d --build
+#
+# 包含服务:
+#   - MySQL 8.0 (数据库)
+#   - Redis 6.2 (缓存)
+#   - Weaviate (向量数据库)
+#   - MinIO (对象存储)
+#   - RuoYi-Backend (后端服务，源码编译)
+
+services:
+  # MySQL 数据库
+  mysql:
+    image: mysql:8.0.33
+    container_name: ruoyi-ai-mysql
+    restart: always
+    ports:
+      - "23306:3306"
+    environment:
+      MYSQL_ROOT_PASSWORD: root
+      MYSQL_DATABASE: ruoyi-ai-agent
+      TZ: Asia/Shanghai
+    volumes:
+      - ./docs/script/docker/mysql/init/init-db.sh:/docker-entrypoint-initdb.d/init-db.sh:ro
+      - ./docs/script/sql/ruoyi-ai-v3_mysql8.sql:/docker-entrypoint-initdb.d/ruoyi-ai-v3_mysql8.sql:ro
+      - mysql-data:/var/lib/mysql
+    command:
+      --default-authentication-plugin=mysql_native_password
+      --character-set-server=utf8mb4
+      --collation-server=utf8mb4_general_ci
+      --explicit_defaults_for_timestamp=true
+      --lower_case_table_names=1
+      --skip-ssl
+    healthcheck:
+      test: ["CMD", "mysqladmin", "ping", "-h", "localhost", "-u", "root", "-proot"]
+      interval: 15s
+      timeout: 10s
+      retries: 10
+      start_period: 60s
+    networks:
+      - ruoyi-net
+
+  # Redis 缓存
+  redis:
+    image: redis:6.2
+    container_name: ruoyi-ai-redis
+    restart: always
+    ports:
+      - "6379:6379"
+    volumes:
+      - redis-data:/data
+    command: redis-server --appendonly yes
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+    networks:
+      - ruoyi-net
+
+  # Weaviate 向量数据库
+  weaviate:
+    image: semitechnologies/weaviate:1.30.0
+    container_name: ruoyi-ai-weaviate
+    restart: always
+    ports:
+      - "28080:8080"
+    environment:
+      QUERY_DEFAULTS_LIMIT: 25
+      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: true
+      PERSISTENCE_DATA_PATH: /var/lib/weaviate
+      DEFAULT_VECTORIZER_MODULE: none
+      ENABLE_MODULES: text2vec-cohere,text2vec-huggingface,text2vec-palm,text2vec-openai,generative-openai,generative-cohere,generative-palm,ref2vec-centroid,reranker-cohere,qna-openai
+      CLUSTER_HOSTNAME: node1
+    volumes:
+      - weaviate-data:/var/lib/weaviate
+    networks:
+      - ruoyi-net
+
+  # MinIO 对象存储
+  minio:
+    image: minio/minio
+    container_name: ruoyi-ai-minio
+    restart: always
+    ports:
+      - "9000:9000"
+      - "9090:9090"
+    environment:
+      MINIO_ROOT_USER: ruoyi
+      MINIO_ROOT_PASSWORD: ruoyi123
+    volumes:
+      - minio-data:/data
+    command: server /data --console-address ":9090"
+    networks:
+      - ruoyi-net
+
+  # RuoYi-AI 后端服务 (源码编译)
+  backend:
+    build:
+      context: .
+      dockerfile: Dockerfile.backend
+    container_name: ruoyi-ai-backend
+    restart: always
+    ports:
+      - "26039:6039"
+    environment:
+      TZ: Asia/Shanghai
+      # MySQL 配置
+      SPRING_DATASOURCE_DYNAMIC_PRIMARY: master
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_DRIVERCLASSNAME: com.mysql.cj.jdbc.Driver
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_URL: jdbc:mysql://mysql:3306/ruoyi-ai-agent?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=false&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_USERNAME: root
+      SPRING_DATASOURCE_DYNAMIC_DATASOURCE_MASTER_PASSWORD: root
+      # Redis 配置
+      SPRING_DATA_REDIS_HOST: redis
+      SPRING_DATA_REDIS_PORT: 6379
+      SPRING_DATA_REDIS_DATABASE: 0
+      # 日志配置
+      LOGGING_LEVEL_ORG_RUOYI: info
+      LOGGING_LEVEL_ORG_SPRINGFRAMEWORK: warn
+      SYS_UPLOAD_PATH: /ruoyi/upload   # 新增：对应 sys.upload.path
+    volumes:
+      - logs-data:/ruoyi/server/logs
+      - upload-data:/ruoyi/upload
+    depends_on:
+      mysql:
+        condition: service_healthy
+      redis:
+        condition: service_started
+    networks:
+      - ruoyi-net
+
+networks:
+  ruoyi-net:
+    driver: bridge
+
+# 数据卷 支持手动指定 空为默认值
+volumes:
+  mysql-data:
+  redis-data:
+  weaviate-data:
+  minio-data:
+  logs-data:
+  upload-data:
--- a/docs/docker/weaviate/docker-compose.yml
+++ b/docs/docker/weaviate/docker-compose.yml
@@ -0,0 +1,25 @@
+---
+services:
+  weaviate:
+    command:
+      - --host
+      - 0.0.0.0
+      - --port
+      - '6038'
+      - --scheme
+      - http
+    image: semitechnologies/weaviate:1.19.7
+    ports:
+      - 6038:6038
+      - 50051:50051
+    volumes:
+      - weaviate_data:/var/lib/weaviate
+    environment:
+      QUERY_DEFAULTS_LIMIT: 25
+      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'true'
+      PERSISTENCE_DATA_PATH: '/var/lib/weaviate'
+      DEFAULT_VECTORIZER_MODULE: 'none'
+      CLUSTER_HOSTNAME: 'node1'
+volumes:
+  weaviate_data:
+...
--- a/docs/image/01.png
+++ b/docs/image/01.png
--- a/docs/image/02.png
+++ b/docs/image/02.png
--- a/docs/image/03.png
+++ b/docs/image/03.png
--- a/docs/image/bibi.png
+++ b/docs/image/bibi.png
--- a/docs/image/dy.png
+++ b/docs/image/dy.png
--- a/docs/script/docker/docker-compose.yml
+++ b/docs/script/docker/docker-compose.yml
--- a/docs/script/docker/mysql/init/init-db.sh
+++ b/docs/script/docker/mysql/init/init-db.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+# 数据库初始化脚本
+# 使用 --force 参数确保即使出错也继续执行
+
+echo "开始初始化数据库..."
+
+# 使用 --force 参数忽略错误继续执行
+mysql -uroot -proot ruoyi-ai-agent --force < /docker-entrypoint-initdb.d/ruoyi-ai-v3_mysql8.sql
+
+echo "数据库初始化完成"
--- a/docs/script/docker/nginx/conf/nginx.conf
+++ b/docs/script/docker/nginx/conf/nginx.conf
@@ -1,161 +0,0 @@
-worker_processes  1;
-
-error_log  /var/log/nginx/error.log warn;
-pid        /var/run/nginx.pid;
-
-events {
-    # 可以根据业务并发量适当调高
-    worker_connections  1024;
-}
-
-http {
-    include       mime.types;
-    default_type  application/octet-stream;
-    # 高效传输文件
-    sendfile        on;
-    # 长连接超时时间
-    keepalive_timeout  65;
-    # 单连接最大请求数，提高长连接复用率
-    keepalive_requests 100000;
-    # 限制body大小
-    client_max_body_size 100m;
-    client_header_buffer_size 32k;
-    client_body_buffer_size   512k;
-    # 开启静态资源压缩
-    gzip_static on;
-    # 连接数限制 (防御类配置) 10m 一般够用了，能存储上万 IP 的计数
-    limit_conn_zone $binary_remote_addr zone=perip:10m;
-    limit_conn_zone $server_name zone=perserver:10m;
-    # 隐藏 nginx 版本号，防止暴露版本信息
-    server_tokens off;
-
-    log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
-                          '$status $body_bytes_sent "$http_referer" '
-                          '"$http_user_agent" "$http_x_forwarded_for"';
-
-    access_log  /var/log/nginx/access.log  main;
-
-    upstream server {
-        ip_hash;
-        server 127.0.0.1:8080;
-        server 127.0.0.1:8081;
-    }
-
-    upstream monitor-admin {
-        server 127.0.0.1:9090;
-    }
-
-    upstream snailjob-server {
-        server 127.0.0.1:8800;
-    }
-
-    server {
-        listen       80;
-        server_name  localhost;
-
-        # https配置参考 start
-        #listen       443 ssl;
-
-        # 证书直接存放 /docker/nginx/cert/ 目录下即可 更改证书名称即可 无需更改证书路径
-        #ssl on;
-        #ssl_certificate      /etc/nginx/cert/xxx.local.crt; # /etc/nginx/cert/ 为docker映射路径 不允许更改
-        #ssl_certificate_key  /etc/nginx/cert/xxx.local.key; # /etc/nginx/cert/ 为docker映射路径 不允许更改
-        #ssl_session_timeout 5m;
-        #ssl_ciphers ECDHE-RSA-AES128-GCM-SHA256:ECDHE:ECDH:AES:HIGH:!NULL:!aNULL:!MD5:!ADH:!RC4;
-        #ssl_protocols TLSv1.3 TLSv1.2 TLSv1.1 TLSv1;
-        #ssl_prefer_server_ciphers on;
-        # https配置参考 end
-
-        # 演示环境配置 拦截除 GET POST 之外的所有请求
-        # if ($request_method !~* GET|POST) {
-        #     rewrite  ^/(.*)$  /403;
-        # }
-
-        # location = /403 {
-        #     default_type application/json;
-        #     return 200 '{"msg":"演示模式，不允许操作","code":500}';
-        # }
-
-        # 限制外网访问内网 actuator 相关路径
-        location ~ ^(/[^/]*)?/actuator.*(/.*)?$ {
-            return 403;
-        }
-
-        location / {
-            root   /usr/share/nginx/html; # docker映射路径 不允许更改
-            try_files $uri $uri/ /index.html;
-            index  index.html index.htm;
-        }
-
-        location /prod-api/ {
-            # 设置客户端请求头中的 Host 信息（保持原始 Host）
-            proxy_set_header Host $http_host;
-            # 获取客户端真实 IP
-            proxy_set_header X-Real-IP $remote_addr;
-            # 自定义头 REMOTE-HOST，记录客户端 IP
-            proxy_set_header REMOTE-HOST $remote_addr;
-            # 获取完整的客户端 IP 链（经过多级代理时）
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            # 设置后端响应超时时间（这里是 24 小时，适合长连接/SSE）
-            proxy_read_timeout 86400s;
-            # SSE (Server-Sent Events) 与 WebSocket 支持参数
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "upgrade";
-            # 禁用代理缓冲，数据直接传给客户端
-            proxy_buffering off;
-            # 禁用代理缓存
-            proxy_cache off;
-            # 按 IP 限制连接数（防 CC 攻击） 小型站：10~20 就够 中型站：50~100
-            limit_conn perip 20;
-
-            # 按 Server 限制总并发连接数 根据服务器的最大并发处理能力来定 太小会限制合法用户访问，太大会占满服务器资源
-            limit_conn perserver 500;
-            proxy_pass http://server/;
-        }
-
-        # https 会拦截内链所有的 http 请求 造成功能无法使用
-        # 解决方案1 将 admin 服务 也配置成 https
-        # 解决方案2 将菜单配置为外链访问 走独立页面 http 访问
-        location /admin/ {
-            # 设置客户端请求头中的 Host 信息（保持原始 Host）
-            proxy_set_header Host $http_host;
-            # 获取客户端真实 IP
-            proxy_set_header X-Real-IP $remote_addr;
-            # 自定义头 REMOTE-HOST，记录客户端 IP
-            proxy_set_header REMOTE-HOST $remote_addr;
-            # 获取完整的客户端 IP 链（经过多级代理时）
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            # 禁用代理缓冲，数据直接传给客户端
-            proxy_buffering off;
-            # 禁用代理缓存
-            proxy_cache off;
-            proxy_pass http://monitor-admin/admin/;
-        }
-
-        location /snail-job/ {
-            # 设置客户端请求头中的 Host 信息（保持原始 Host）
-            proxy_set_header Host $http_host;
-            # 获取客户端真实 IP
-            proxy_set_header X-Real-IP $remote_addr;
-            # 自定义头 REMOTE-HOST，记录客户端 IP
-            proxy_set_header REMOTE-HOST $remote_addr;
-            # 获取完整的客户端 IP 链（经过多级代理时）
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            # SSE (Server-Sent Events) 与 WebSocket 支持参数
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "upgrade";
-            # 禁用代理缓冲，直接传输给客户端
-            proxy_buffering off;
-            # 禁用代理缓存
-            proxy_cache off;
-            proxy_pass http://snailjob-server/snail-job/;
-        }
-
-        error_page   500 502 503 504  /50x.html;
-        location = /50x.html {
-            root   html;
-        }
-    }
-}
--- a/docs/script/docker/redis/conf/redis.conf
+++ b/docs/script/docker/redis/conf/redis.conf
@@ -1,28 +0,0 @@
-# redis 密码
-requirepass ruoyi123
-
-# key 监听器配置
-# notify-keyspace-events Ex
-
-# 配置持久化文件存储路径
-dir /redis/data
-# 配置rdb
-# 15分钟内有至少1个key被更改则进行快照
-save 900 1
-# 5分钟内有至少10个key被更改则进行快照
-save 300 10
-# 1分钟内有至少10000个key被更改则进行快照
-save 60 10000
-# 开启压缩
-rdbcompression yes
-# rdb文件名 用默认的即可
-dbfilename dump.rdb
-
-# 开启aof
-appendonly yes
-# 文件名
-appendfilename "appendonly.aof"
-# 持久化策略,no:不同步,everysec:每秒一次,always:总是同步,速度比较慢
-# appendfsync always
-appendfsync everysec
-# appendfsync no
--- a/docs/script/docker/redis/data/README.md
+++ b/docs/script/docker/redis/data/README.md
@@ -1 +0,0 @@
-数据目录 请执行 `chmod 777 /docker/redis/data` 赋予读写权限 否则将无法写入数据
--- a/docs/script/sql/ruoyi-ai-v3_mysql8.sql
+++ b/docs/script/sql/ruoyi-ai-v3_mysql8.sql
--- a/docs/script/sql/update/updat-0419.sql
+++ b/docs/script/sql/update/updat-0419.sql
@@ -0,0 +1,92 @@
+/*
+ Navicat Premium Dump SQL
+
+ Source Server         : localhost-mysql
+ Source Server Type    : MySQL
+ Source Server Version : 80045 (8.0.45)
+ Source Host           : localhost:3306
+ Source Schema         : ruoyi-ai
+
+ Target Server Type    : MySQL
+ Target Server Version : 80045 (8.0.45)
+ File Encoding         : 65001
+
+ Date: 19/04/2026 13:36:41
+*/
+
+SET NAMES utf8mb4;
+SET FOREIGN_KEY_CHECKS = 0;
+
+-- ----------------------------
+-- Table structure for chat_model
+-- ----------------------------
+DROP TABLE IF EXISTS `chat_model`;
+CREATE TABLE `chat_model`  (
+                               `id` bigint NOT NULL COMMENT '主键',
+                               `category` varchar(20) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '模型分类',
+                               `model_name` varchar(50) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '模型名称',
+                               `provider_code` varchar(20) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '模型供应商',
+                               `model_describe` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '模型描述',
+                               `model_dimension` int NULL DEFAULT NULL COMMENT '模型维度',
+                               `model_show` char(1) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '是否显示',
+                               `api_host` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '请求地址',
+                               `api_key` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '密钥',
+                               `create_dept` bigint NULL DEFAULT NULL COMMENT '创建部门',
+                               `create_by` bigint NULL DEFAULT NULL COMMENT '创建者',
+                               `create_time` datetime NULL DEFAULT NULL COMMENT '创建时间',
+                               `update_by` bigint NULL DEFAULT NULL COMMENT '更新者',
+                               `update_time` datetime NULL DEFAULT NULL COMMENT '更新时间',
+                               `remark` varchar(500) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '备注',
+                               `tenant_id` bigint NOT NULL DEFAULT 0 COMMENT '租户Id',
+                               PRIMARY KEY (`id`) USING BTREE
+) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci COMMENT = '模型管理' ROW_FORMAT = DYNAMIC;
+
+-- ----------------------------
+-- Records of chat_model
+-- ----------------------------
+INSERT INTO `chat_model` VALUES (2000585866022060033, 'chat', 'zai-org/glm-5', 'ppio', 'zai-org/glm-5', NULL, 'Y', 'https://api.ppio.com/openai', 'sk_xx', 103, 1, '2025-12-15 23:16:54', 1, '2026-03-15 19:18:48', 'DeepSeek-V3.2 是一款在高效推理、复杂推理能力与智能体场景中表现突出的领先模型。其基于 DeepSeek Sparse Attention（DSA）稀疏注意力机制，在显著降低计算开销的同时优化长上下文性能；通过可扩展强化学习框架，整体能力达到 GPT-5 同级，高算力版本 V3.2-Speciale 更在推理表现上接近 Gemini-3.0-Pro；同时，模型依托大型智能体任务合成管线，具备更强的工具调用与多步骤决策能力，并在 2025 年 IMO 与 IOI 中取得金牌级表现。作为 MaaS 平台，我们已对 DeepSeek-V3.2 完成深度适配，通过动态调度、批处理加速、低延迟推理与企业级 SLA 保障，进一步增强其在企业生产环境中的稳定性、性价比与可控性，适用于搜索、问答、智能体、代码、数据处理等多类高价值场景。', 0);
+INSERT INTO `chat_model` VALUES (2007528268536287233, 'vector', 'baai/bge-m3', 'ppio', 'bge-m3', 1024, 'N', 'https://api.ppio.com/openai', 'sk_xx', 103, 1, '2026-01-04 03:03:32', 1, '2026-03-15 19:18:51', 'BGE-M3 是一款具备多维度能力的文本嵌入模型，可同时实现密集检索、多向量检索和稀疏检索三大核心功能。该模型设计上兼容超过100种语言，并支持从短句到长达8192词元的长文本等多种输入形式。在跨语言检索任务中，BGE-M3展现出显著优势，其性能在MIRACL、MKQA等国际基准测试中位居前列。此外，针对长文档检索场景，该模型在MLDR、NarritiveQA等数据集上的表现同样达到行业领先水平。', 0);
+INSERT INTO `chat_model` VALUES (2045735140488847361, 'chat', 'deepseek-chat', 'custom_api', 'deepseek-chat', NULL, NULL, 'https://api.deepseek.com', 'sk_xx', 103, 1, '2026-04-19 13:24:00', 1, '2026-04-19 13:24:00', 'deepseek对话模型', 0);
+
+-- ----------------------------
+-- Table structure for chat_provider
+-- ----------------------------
+DROP TABLE IF EXISTS `chat_provider`;
+CREATE TABLE `chat_provider`  (
+                                  `id` bigint NOT NULL AUTO_INCREMENT COMMENT '主键',
+                                  `provider_name` varchar(100) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL COMMENT '厂商名称',
+                                  `provider_code` varchar(50) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NOT NULL COMMENT '厂商编码',
+                                  `provider_icon` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '厂商图标',
+                                  `provider_desc` varchar(500) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '厂商描述',
+                                  `api_host` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT 'API地址',
+                                  `status` char(1) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT '0' COMMENT '状态（0正常 1停用）',
+                                  `sort_order` int NULL DEFAULT 0 COMMENT '排序',
+                                  `create_dept` bigint NULL DEFAULT NULL COMMENT '创建部门',
+                                  `create_time` datetime NULL DEFAULT NULL COMMENT '创建时间',
+                                  `create_by` varchar(64) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT '' COMMENT '创建者',
+                                  `update_by` varchar(64) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT '' COMMENT '更新者',
+                                  `update_time` datetime NULL DEFAULT NULL COMMENT '更新时间',
+                                  `remark` varchar(500) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '备注',
+                                  `version` int NULL DEFAULT NULL COMMENT '版本',
+                                  `del_flag` char(1) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT '0' COMMENT '删除标志',
+                                  `update_ip` varchar(128) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '更新IP',
+                                  `tenant_id` bigint NOT NULL DEFAULT 0 COMMENT '租户Id',
+                                  PRIMARY KEY (`id`) USING BTREE,
+                                  UNIQUE INDEX `unique_provider_code`(`provider_code` ASC, `tenant_id` ASC, `del_flag` ASC) USING BTREE,
+                                  INDEX `idx_status`(`status` ASC) USING BTREE
+) ENGINE = InnoDB AUTO_INCREMENT = 2045727230803255298 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci COMMENT = '厂商管理表' ROW_FORMAT = DYNAMIC;
+
+-- ----------------------------
+-- Records of chat_provider
+-- ----------------------------
+INSERT INTO `chat_provider` VALUES (1, 'OpenAI', 'openai', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/02/25/01091be272334383a1efd9bc22b73ee6.png', 'OpenAI官方API服务商', 'https://api.openai.com', '0', 1, 103, '2025-12-14 21:48:11', '1', '1', '2026-02-25 20:46:59', 'OpenAI厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (11, '深度求索', 'deepseek', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/04/19/5ba8c30f153246898a4d7dc7b846de8d.png', 'DeepSeek官方API', 'https://api.deepseek.com', '0', 0, 103, '2026-04-19 12:52:34', '1', '1', '2026-04-19 13:13:25', 'DeepSeek官方API', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (12, '智谱AI', 'zhipu', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/04/19/da071783c9284fdd9ed1ce1b57b3c75c.png', '智谱AI大模型服务', 'https://open.bigmodel.cn', '0', 4, 103, '2025-12-14 21:48:11', '1', '1', '2026-04-19 13:14:00', '智谱AI厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (13, '小米MIMO', 'xiaomi', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/04/19/18dd39365ce244e3ae5e030da036760e.png', '小米官方API', 'https://api.xiaomimimo.com/anthropic/v1/messages', '0', 3, 103, '2026-04-19 12:48:24', '1', '1', '2026-04-19 13:14:22', '小米官方API', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (14, '阿里云百炼', 'qianwen', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/02/25/de2aa7e649de44f3ba5c6380ac6acd04.png', '阿里云百炼大模型服务', 'https://dashscope.aliyuncs.com', '0', 2, 103, '2025-12-14 21:48:11', '1', '1', '2026-02-25 20:49:13', '阿里云厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (15, 'PPIO', 'ppio', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/02/25/049bb6a507174f73bba4b8d8b9e55b8a.png', 'api聚合厂商', 'https://api.ppinfra.com/openai', '0', 5, 103, '2025-12-15 23:13:42', '1', '1', '2026-02-25 20:49:01', 'api聚合厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (16, 'MiniMax', 'minimax', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/04/19/fdc712e90e0e4d78b05862ad230884e5.png', 'MiniMax大模型服务，支持M2.7、M2.5等模型', 'https://api.minimax.io/v1', '0', 6, 103, '2026-04-19 12:50:12', '1', '1', '2026-04-19 13:14:59', 'MiniMax厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (17, 'ollama', 'ollama', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/02/25/afecabebc8014d80b0f06b4796a74c5d.png', 'ollama大模型', 'http://127.0.0.1:11434', '0', 7, 103, '2025-12-14 21:48:11', '1', '1', '2026-02-25 20:48:48', 'ollama厂商', NULL, '0', NULL, 0);
+INSERT INTO `chat_provider` VALUES (18, '自定义厂商', 'custom_api', 'https://ruoyiai-1254149996.cos.ap-guangzhou.myqcloud.com/2026/04/19/c1a8e122510f4e2f90deb36958af710b.png', 'OPENAI兼容格式', '自定义', '0', 8, 103, '2026-04-19 12:35:57', '1', '1', '2026-04-19 13:17:20', 'OPENAI兼容格式', NULL, '0', NULL, 0);
+
+SET FOREIGN_KEY_CHECKS = 1;
--- a/docs/script/sql/update/updat-0420.sql
+++ b/docs/script/sql/update/updat-0420.sql
@@ -0,0 +1,46 @@
+/*
+ Navicat Premium Dump SQL
+
+ Source Server         : localhost-mysql
+ Source Server Type    : MySQL
+ Source Server Version : 80045 (8.0.45)
+ Source Host           : localhost:3306
+ Source Schema         : ruoyi-ai
+
+ Target Server Type    : MySQL
+ Target Server Version : 80045 (8.0.45)
+ File Encoding         : 65001
+
+ Date: 20/04/2026 15:30:00
+*/
+
+SET NAMES utf8mb4;
+SET FOREIGN_KEY_CHECKS = 0;
+
+-- ----------------------------
+-- 新增：重排序模型（chat_model）
+-- ----------------------------
+INSERT INTO `chat_model`
+(id, category, model_name, provider_code, model_describe, model_dimension, model_show, api_host, api_key, create_dept, create_by, create_time, update_by, update_time, remark, tenant_id)
+VALUES(2045071617578237953, 'rerank', 'rerank', 'zhipu', '智谱重排序', NULL, 'Y', 'https://open.bigmodel.cn', 'e9xx', 103, 1, '2026-04-17 17:27:24', 1, '2026-04-20 15:21:48', '智谱重排序', 0);
+
+INSERT INTO `chat_model`
+(id, category, model_name, provider_code, model_describe, model_dimension, model_show, api_host, api_key, create_dept, create_by, create_time, update_by, update_time, remark, tenant_id)
+VALUES(2046119803482902530, 'rerank', 'qwen3-rerank', 'qianwen', '千问3重排序', NULL, NULL, 'https://dashscope.aliyuncs.com', 'sk-xx', 103, 1, '2026-04-20 14:52:31', 1, '2026-04-20 15:03:13', '千问3文本重排序', 0);
+
+-- ----------------------------
+-- 新增：字典类型 - 重排序模型分类
+-- ----------------------------
+INSERT INTO `sys_dict_data`
+(dict_code, tenant_id, dict_sort, dict_label, dict_value, dict_type, css_class, list_class, is_default, create_dept, create_by, create_time, update_by, update_time, remark)
+VALUES(2045070879435259905, '000000', 4, '重排序', 'rerank', 'chat_model_category', NULL, '#000000', 'N', 103, 1, '2026-04-17 17:24:28', 1, '2026-04-19 01:02:20', '重排序模型');
+
+-- ----------------------------
+-- 修改表：knowledge_info 增加重排序相关字段
+-- ----------------------------
+ALTER TABLE `knowledge_info` ADD COLUMN `enable_rerank` tinyint DEFAULT 0 NULL COMMENT '是否启用重排序（0否 1是）';
+ALTER TABLE `knowledge_info` ADD COLUMN `rerank_score_threshold` double NULL COMMENT '重排序相关性分数阈值';
+ALTER TABLE `knowledge_info` ADD COLUMN `rerank_top_n` int NULL COMMENT '重排序后返回的文档数量';
+ALTER TABLE `knowledge_info` ADD COLUMN `rerank_model` varchar(100) NULL COMMENT '重排序模型名称';
+
+SET FOREIGN_KEY_CHECKS = 1;
--- a/docs/script/sql/update/updat-0423.sql
+++ b/docs/script/sql/update/updat-0423.sql
@@ -0,0 +1,14 @@
+-- 为知识库信息表新增检索配置字段 (剔除了已存在的重排字段)
+ALTER TABLE knowledge_info
+    ADD COLUMN similarity_threshold DOUBLE DEFAULT 0.5 COMMENT '相似度阈值'
+AFTER retrieve_limit;
+
+ALTER TABLE knowledge_info ADD COLUMN enable_hybrid tinyint(1) DEFAULT 0 COMMENT '是否启用混合检索';
+ALTER TABLE knowledge_info ADD COLUMN hybrid_alpha double DEFAULT 0.5 COMMENT '混合检索权重比例 (0.0=纯向量, 1.0=纯关键词)';
+
+-- 为知识片段表增加全文索引及关联ID
+ALTER TABLE knowledge_fragment ADD COLUMN knowledge_id bigint COMMENT '知识库ID';
+ALTER TABLE knowledge_fragment ADD FULLTEXT INDEX ft_content (content) WITH PARSER ngram;
+
+-- 为知识库附件表增加解析状态字段
+ALTER TABLE `knowledge_attach` ADD COLUMN `status` TINYINT DEFAULT 0 COMMENT '解析状态: 0待解析, 1解析中, 2已解析, 3解析失败';
--- a/pom.xml
+++ b/pom.xml
@@ -50,15 +50,19 @@
        <!-- 工作流配置 -->
        <warm-flow.version>1.8.2</warm-flow.version>
        <!-- 企业微信SDK -->
-        <weixin-java-cp.version>4.4.0</weixin-java-cp.version>
+        <weixin-java-cp.version>4.6.0</weixin-java-cp.version>
        <!-- Jackson XML -->
-        <jackson-dataformat-xml.version>2.20.1</jackson-dataformat-xml.version>
+        <jackson-dataformat-xml.version>2.18.2</jackson-dataformat-xml.version>
        <!-- AI 相关依赖 -->
-        <langchain4j.version>1.11.0</langchain4j.version>
-        <langchain4j.community.version>1.11.0-beta19</langchain4j.community.version>
+        <langchain4j.version>1.13.0</langchain4j.version>
+        <langchain4j.community.version>1.13.0-beta23</langchain4j.community.version>
        <langgraph4j.version>1.5.3</langgraph4j.version>
        <weaviate.version>1.19.6</weaviate.version>
        <dify.version>1.0.7</dify.version>
+        <!-- gRPC 版本 - 解决 Milvus SDK 依赖冲突 -->
+        <grpc.version>1.62.2</grpc.version>
+        <!-- Apache Commons Compress - 用于POI处理ZIP格式 -->
+        <commons-compress.version>1.27.1</commons-compress.version>


        <avatar-generator.version>1.1.0</avatar-generator.version>
@@ -127,6 +131,15 @@
                <scope>import</scope>
            </dependency>

+            <!-- gRPC BOM - 解决 Milvus SDK 依赖冲突，强制统一版本 -->
+            <dependency>
+                <groupId>io.grpc</groupId>
+                <artifactId>grpc-bom</artifactId>
+                <version>${grpc.version}</version>
+                <type>pom</type>
+                <scope>import</scope>
+            </dependency>
+
            <!-- hutool 的依赖配置-->
            <dependency>
                <groupId>cn.hutool</groupId>
@@ -350,24 +363,12 @@
                <version>${revision}</version>
            </dependency>

-            <dependency>
-                <groupId>org.ruoyi</groupId>
-                <artifactId>ruoyi-job</artifactId>
-                <version>${revision}</version>
-            </dependency>
-
            <dependency>
                <groupId>org.ruoyi</groupId>
                <artifactId>ruoyi-generator</artifactId>
                <version>${revision}</version>
            </dependency>

-            <dependency>
-                <groupId>org.ruoyi</groupId>
-                <artifactId>ruoyi-demo</artifactId>
-                <version>${revision}</version>
-            </dependency>
-
            <dependency>
                <groupId>org.ruoyi</groupId>
                <artifactId>ruoyi-chat</artifactId>
@@ -381,20 +382,6 @@
                <version>${revision}</version>
            </dependency>

-            <!--  微信模块  -->
-            <dependency>
-                <groupId>org.ruoyi</groupId>
-                <artifactId>ruoyi-wechat</artifactId>
-                <version>${revision}</version>
-            </dependency>
-
-            <!--  数字人模块  -->
-            <dependency>
-                <groupId>org.ruoyi</groupId>
-                <artifactId>ruoyi-aihuman</artifactId>
-                <version>${revision}</version>
-            </dependency>
-
            <!--  AI流程编排模块  -->
            <dependency>
                <groupId>org.ruoyi</groupId>
@@ -402,13 +389,6 @@
                <version>${revision}</version>
            </dependency>

-            <!-- 企业微信SDK -->
-            <dependency>
-                <groupId>com.github.binarywang</groupId>
-                <artifactId>weixin-java-cp</artifactId>
-                <version>${weixin-java-cp.version}</version>
-            </dependency>
-
            <!-- Jackson XML -->
            <dependency>
                <groupId>com.fasterxml.jackson.dataformat</groupId>
@@ -416,6 +396,13 @@
                <version>${jackson-dataformat-xml.version}</version>
            </dependency>

+            <!-- Apache Commons Compress - 用于POI处理ZIP格式，解决导出Excel时的NoSuchMethodError -->
+            <dependency>
+                <groupId>org.apache.commons</groupId>
+                <artifactId>commons-compress</artifactId>
+                <version>${commons-compress.version}</version>
+            </dependency>
+
        </dependencies>
    </dependencyManagement>

--- a/ruoyi-admin/pom.xml
+++ b/ruoyi-admin/pom.xml
@@ -70,23 +70,12 @@
            <artifactId>ruoyi-system</artifactId>
        </dependency>

-        <dependency>
-            <groupId>org.ruoyi</groupId>
-            <artifactId>ruoyi-job</artifactId>
-        </dependency>
-
        <!-- 代码生成-->
        <dependency>
            <groupId>org.ruoyi</groupId>
            <artifactId>ruoyi-generator</artifactId>
        </dependency>

-        <!--  demo模块  -->
-        <dependency>
-            <groupId>org.ruoyi</groupId>
-            <artifactId>ruoyi-demo</artifactId>
-        </dependency>
-
        <dependency>
            <groupId>org.ruoyi</groupId>
            <artifactId>ruoyi-chat</artifactId>
@@ -98,24 +87,13 @@
            <artifactId>ruoyi-workflow</artifactId>
        </dependency>

-        <!--  微信模块  -->
-        <dependency>
-            <groupId>org.ruoyi</groupId>
-            <artifactId>ruoyi-wechat</artifactId>
-        </dependency>
-
-        <!--  数字人模块  -->
-        <dependency>
-            <groupId>org.ruoyi</groupId>
-            <artifactId>ruoyi-aihuman</artifactId>
-        </dependency>
-
        <!--  AI流程编排模块  -->
        <dependency>
            <groupId>org.ruoyi</groupId>
            <artifactId>ruoyi-aiflow</artifactId>
        </dependency>

+
        <dependency>
            <groupId>de.codecentric</groupId>
            <artifactId>spring-boot-admin-starter-client</artifactId>
--- a/ruoyi-admin/src/main/java/org/ruoyi/RuoYiAIApplication.java
+++ b/ruoyi-admin/src/main/java/org/ruoyi/RuoYiAIApplication.java
@@ -4,6 +4,9 @@ import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.context.metrics.buffering.BufferingApplicationStartup;

+import java.net.InetSocketAddress;
+import java.net.ServerSocket;
+
 /**
 * 启动程序
 *
@@ -13,10 +16,66 @@ import org.springframework.boot.context.metrics.buffering.BufferingApplicationSt
 public class RuoYiAIApplication {

    public static void main(String[] args) {
+        killPortProcess(6039);
        SpringApplication application = new SpringApplication(RuoYiAIApplication.class);
        application.setApplicationStartup(new BufferingApplicationStartup(2048));
        application.run(args);
-        System.out.println("(♥◠‿◠)ﾉﾞ  RuoYi-AI启动成功   ლ(´ڡ`ლ)ﾞ");
+        System.out.println("(♥◠‿◠)ﾉﾞ     RuoYi-AI启动成功   ლ(´ڡ`ლ)");
+    }
+
+    /**
+     * 检查并终止占用指定端口的进程
+     *
+     * @param port 端口号
+     */
+    private static void killPortProcess(int port) {
+        try {
+            if (!isPortInUse(port)) {
+                return;
+            }
+            System.out.println("端口 " + port + " 已被占用，正在查找并终止进程...");
+
+            ProcessBuilder pb = new ProcessBuilder("netstat", "-ano");
+            Process process = pb.start();
+            java.io.BufferedReader reader = new java.io.BufferedReader(
+                    new java.io.InputStreamReader(process.getInputStream()));
+
+            String line;
+            while ((line = reader.readLine()) != null) {
+                if (line.contains(":" + port + " ") && line.contains("LISTENING")) {
+                    String[] parts = line.trim().split("\\s+");
+                    String pid = parts[parts.length - 1];
+                    System.out.println("找到占用端口 " + port + " 的进程 PID: " + pid + "，正在终止...");
+
+                    ProcessBuilder killPb = new ProcessBuilder("taskkill", "/F", "/PID", pid);
+                    Process killProcess = killPb.start();
+                    int exitCode = killProcess.waitFor();
+                    if (exitCode == 0) {
+                        System.out.println("进程 " + pid + " 已成功终止");
+                    } else {
+                        System.out.println("终止进程 " + pid + " 失败，exitCode: " + exitCode);
+                    }
+                    break;
+                }
+            }
+
+            // 等待一小段时间确保端口释放
+            Thread.sleep(500);
+        } catch (Exception e) {
+            System.out.println("检查/终止端口进程时发生异常: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 检查端口是否被占用
+     */
+    private static boolean isPortInUse(int port) {
+        try (ServerSocket socket = new ServerSocket()) {
+            socket.bind(new InetSocketAddress(port));
+            return false;
+        } catch (Exception e) {
+            return true;
+        }
    }

 }
--- a/ruoyi-admin/src/main/java/org/ruoyi/config/MapperConflictResolver.java
+++ b/ruoyi-admin/src/main/java/org/ruoyi/config/MapperConflictResolver.java
@@ -0,0 +1,48 @@
+package org.ruoyi.config;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.BeansException;
+import org.springframework.beans.factory.config.BeanDefinition;
+import org.springframework.beans.factory.config.ConfigurableListableBeanFactory;
+import org.springframework.beans.factory.support.BeanDefinitionRegistry;
+import org.springframework.beans.factory.support.BeanDefinitionRegistryPostProcessor;
+import org.springframework.context.annotation.Configuration;
+
+/**
+ * BeanDefinitionRegistry后置处理器
+ * 解决 MapStruct Plus 生成的 mapper 冲突问题
+ *
+ * @author ruoyi team
+ */
+@Configuration
+public class MapperConflictResolver implements BeanDefinitionRegistryPostProcessor {
+
+    private static final Logger log = LoggerFactory.getLogger(MapperConflictResolver.class);
+
+    @Override
+    public void postProcessBeanDefinitionRegistry(BeanDefinitionRegistry registry) throws BeansException {
+        String[] beanNames = registry.getBeanDefinitionNames();
+
+        // 查找冲突的 mapper bean
+        for (String beanName : beanNames) {
+            if (beanName.equals("chatMessageBoToChatMessageMapperImpl")) {
+                BeanDefinition beanDefinition = registry.getBeanDefinition(beanName);
+                String beanClassName = beanDefinition.getBeanClassName();
+
+                log.info("Found mapper bean: {} -> {}", beanName, beanClassName);
+
+                // 如果是 org.ruoyi.domain.bo.chat 包下的（冲突的），移除它
+                if (beanClassName != null && beanClassName.startsWith("org.ruoyi.domain.bo.chat")) {
+                    log.warn("Removing conflicting bean definition: {} ({})", beanName, beanClassName);
+                    registry.removeBeanDefinition(beanName);
+                }
+            }
+        }
+    }
+
+    @Override
+    public void postProcessBeanFactory(ConfigurableListableBeanFactory beanFactory) throws BeansException {
+        // 不需要实现
+    }
+}
--- a/ruoyi-admin/src/main/java/org/ruoyi/controller/AuthController.java
+++ b/ruoyi-admin/src/main/java/org/ruoyi/controller/AuthController.java
@@ -80,10 +80,16 @@ public class AuthController {
        // 授权类型和客户端id
        String clientId = loginBody.getClientId();
        String grantType = loginBody.getGrantType();
+        log.info("登录请求 - clientId: {}, grantType: {}", clientId, grantType);
        SysClientVo client = clientService.queryByClientId(clientId);
+        log.info("查询客户端结果 - client: {}, grantType: {}", client, client != null ? client.getGrantType() : "null");
        // 查询不到 client 或 client 内不包含 grantType
-        if (ObjectUtil.isNull(client) || !StringUtils.contains(client.getGrantType(), grantType)) {
-            log.info("客户端id: {} 认证类型：{} 异常!.", clientId, grantType);
+        if (ObjectUtil.isNull(client)) {
+            log.info("客户端id: {} 不存在!", clientId);
+            return R.fail(MessageUtils.message("auth.grant.type.error"));
+        }
+        if (!StringUtils.contains(client.getGrantType(), grantType)) {
+            log.info("客户端id: {} 认证类型：{} 不匹配! 数据库grantType: {}", clientId, grantType, client.getGrantType());
            return R.fail(MessageUtils.message("auth.grant.type.error"));
        } else if (!SystemConstants.NORMAL.equals(client.getStatus())) {
            return R.fail(MessageUtils.message("auth.grant.type.blocked"));
--- a/ruoyi-admin/src/main/resources/application-dev.yml
+++ b/ruoyi-admin/src/main/resources/application-dev.yml
@@ -11,6 +11,17 @@ spring.boot.admin.client:
  username: @monitor.username@
  password: @monitor.password@

+--- # mcp配置信息
+mcp:
+  sse:
+    enabled: false
+    url: http://localhost:8085/sse
+
+--- # 上传文件地址
+sys:
+  upload:
+    path: D:\\DownLoad
+
 --- # snail-job 配置
 snail-job:
  enabled: false
@@ -47,9 +58,16 @@ spring:
          driverClassName: com.mysql.cj.jdbc.Driver
          # jdbc 所有参数配置参考 https://lionli.blog.csdn.net/article/details/122018562
          # rewriteBatchedStatements=true 批处理优化 大幅提升批量插入更新删除性能(对数据库有性能损耗 使用批量操作应考虑性能问题)
-          url: jdbc:mysql://127.0.0.1:3306/ruoyi-ai-v3?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
-          username: ruoyi-ai-v3
-          password: ruoyi-ai-v3
+          url: jdbc:mysql://127.0.0.1:3306/ruoyi-ai?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
+          username: root
+          password: root
+#        agent:
+#          url: jdbc:mysql://127.0.0.1:3306/test?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
+#          # url: jdbc:mysql://localhost:3306/agent_db
+#          username: root
+#          password: root
+#          driverClassName: com.mysql.cj.jdbc.Driver
+
      hikari:
        # 最大连接池数量
        maxPoolSize: 20
@@ -66,11 +84,12 @@ spring:
        # 多久检查一次连接的活性
        keepaliveTime: 30000

-agent:
-  mysql:
-    url: jdbc:mysql://localhost:3306/ruoyi-ai-agent?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
-    username: root
-    password: root
+
+
+--- # 上传文件地址
+sys:
+  upload:
+    path: D:\\DownLoad

 --- # redis 单机配置(单机与集群只能开启一个另一个需要注释掉)
 spring.data:
@@ -82,7 +101,7 @@ spring.data:
    # 数据库索引
    database: 0
    # redis 密码必须配置
-    password: 123456
+#    password: 123456
    # 连接超时时间
    timeout: 10s
    # 是否开启ssl
@@ -249,3 +268,4 @@ justauth:
      client-secret: 1f7d08**********5b7**********29e
      redirect-uri: ${justauth.address}/social-callback?source=gitea

+AGENT_ALLOWED_TABLES: ""
--- a/ruoyi-admin/src/main/resources/application-prod.yml
+++ b/ruoyi-admin/src/main/resources/application-prod.yml
@@ -0,0 +1,272 @@
+
+--- # 监控中心配置
+spring.boot.admin.client:
+  # 增加客户端开关
+  enabled: false
+  url: http://localhost:9090/admin
+  instance:
+    service-host-type: IP
+    metadata:
+      username: ${spring.boot.admin.client.username}
+      userpassword: ${spring.boot.admin.client.password}
+  username: @monitor.username@
+  password: @monitor.password@
+
+--- # mcp配置信息
+mcp:
+  sse:
+    enabled: false
+    url: http://localhost:8085/sse
+
+--- # 上传文件地址
+sys:
+  upload:
+    path: D:\\DownLoad
+
+--- # snail-job 配置
+snail-job:
+  enabled: false
+  # 需要在 SnailJob 后台组管理创建对应名称的组,然后创建任务的时候选择对应的组,才能正确分派任务
+  group: "ruoyi_group"
+  # SnailJob 接入验证令牌 详见 script/sql/ry_job.sql `sj_group_config` 表
+  token: "SJ_cKqBTPzCsWA3VyuCfFoccmuIEGXjr5KT"
+  server:
+    host: 127.0.0.1
+    port: 17888
+  # 命名空间UUID 详见 script/sql/ry_job.sql `sj_namespace`表`unique_id`字段
+  namespace: ${spring.profiles.active}
+  # 随主应用端口漂移
+  port: 2${server.port}
+  # 客户端ip指定
+  host:
+
+--- # 数据源配置
+spring:
+  datasource:
+    type: com.zaxxer.hikari.HikariDataSource
+    # 动态数据源文档 https://www.kancloud.cn/tracy5546/dynamic-datasource/content
+    dynamic:
+      # 性能分析插件(有性能损耗 不建议生产环境使用)
+      p6spy: true
+      # 设置默认的数据源或者数据源组,默认值即为 master
+      primary: master
+      # 严格模式 匹配不到数据源则报错
+      strict: true
+      datasource:
+        # 主库数据源
+        master:
+          type: ${spring.datasource.type}
+          driverClassName: com.mysql.cj.jdbc.Driver
+          # jdbc 所有参数配置参考 https://lionli.blog.csdn.net/article/details/122018562
+          # rewriteBatchedStatements=true 批处理优化 大幅提升批量插入更新删除性能(对数据库有性能损耗 使用批量操作应考虑性能问题)
+          url: jdbc:mysql://127.0.0.1:3306/ruoyi-ai?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
+          username: root
+          password: root
+#        agent:
+#          url: jdbc:mysql://127.0.0.1:3306/test?useUnicode=true&characterEncoding=utf8&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&autoReconnect=true&rewriteBatchedStatements=true&allowPublicKeyRetrieval=true&nullCatalogMeansCurrent=true
+#          # url: jdbc:mysql://localhost:3306/agent_db
+#          username: root
+#          password: root
+#          driverClassName: com.mysql.cj.jdbc.Driver
+
+      hikari:
+        # 最大连接池数量
+        maxPoolSize: 20
+        # 最小空闲线程数量
+        minIdle: 10
+        # 配置获取连接等待超时的时间
+        connectionTimeout: 30000
+        # 校验超时时间
+        validationTimeout: 5000
+        # 空闲连接存活最大时间，默认10分钟
+        idleTimeout: 600000
+        # 此属性控制池中连接的最长生命周期，值0表示无限生命周期，默认30分钟
+        maxLifetime: 1800000
+        # 多久检查一次连接的活性
+        keepaliveTime: 30000
+
+
+
+--- # 上传文件地址
+sys:
+  upload:
+    path: D:\\DownLoad
+
+--- # redis 单机配置(单机与集群只能开启一个另一个需要注释掉)
+spring.data:
+  redis:
+    # 地址
+    host: localhost
+    # 端口，默认为6379
+    port: 6379
+    # 数据库索引
+    database: 0
+    # redis 密码必须配置
+#    password: 123456
+    # 连接超时时间
+    timeout: 10s
+    # 是否开启ssl
+    ssl.enabled: false
+
+# redisson 配置
+redisson:
+  # redis key前缀
+  keyPrefix:
+  # 线程池数量
+  threads: 4
+  # Netty线程池数量
+  nettyThreads: 8
+  # 单节点配置
+  singleServerConfig:
+    # 客户端名称 不能用中文
+    clientName: ruoyi-ai
+    # 最小空闲连接数
+    connectionMinimumIdleSize: 8
+    # 连接池大小
+    connectionPoolSize: 32
+    # 连接空闲超时，单位：毫秒
+    idleConnectionTimeout: 10000
+    # 命令等待超时，单位：毫秒
+    timeout: 3000
+    # 发布和订阅连接池大小
+    subscriptionConnectionPoolSize: 50
+
+--- # mail 邮件发送
+mail:
+  enabled: false
+  host: smtp.163.com
+  port: 465
+  # 是否需要用户名密码验证
+  auth: true
+  # 发送方，遵循RFC-822标准
+  from: xxx@163.com
+  # 用户名（注意：如果使用foxmail邮箱，此处user为qq号）
+  user: xxx@163.com
+  # 密码（注意，某些邮箱需要为SMTP服务单独设置密码，详情查看相关帮助）
+  pass: xxxxxxxxxx
+  # 使用 STARTTLS安全连接，STARTTLS是对纯文本通信协议的扩展。
+  starttlsEnable: true
+  # 使用SSL安全连接
+  sslEnable: true
+  # SMTP超时时长，单位毫秒，缺省值不超时
+  timeout: 0
+  # Socket连接超时值，单位毫秒，缺省值不超时
+  connectionTimeout: 0
+
+--- # sms 短信 支持 阿里云 腾讯云 云片 等等各式各样的短信服务商
+# https://sms4j.com/doc3/ 差异配置文档地址 支持单厂商多配置，可以配置多个同时使用
+sms:
+  # 配置源类型用于标定配置来源(interface,yaml)
+  config-type: yaml
+  # 用于标定yml中的配置是否开启短信拦截，接口配置不受此限制
+  restricted: true
+  # 短信拦截限制单手机号每分钟最大发送，只对开启了拦截的配置有效
+  minute-max: 1
+  # 短信拦截限制单手机号每日最大发送量，只对开启了拦截的配置有效
+  account-max: 30
+  # 以下配置来自于 org.dromara.sms4j.provider.config.BaseConfig类中
+  blends:
+    # 唯一ID 用于发送短信寻找具体配置 随便定义别用中文即可
+    # 可以同时存在两个相同厂商 例如: ali1 ali2 两个不同的阿里短信账号 也可用于区分租户
+    config1:
+      # 框架定义的厂商名称标识，标定此配置是哪个厂商，详细请看厂商标识介绍部分
+      supplier: alibaba
+      # 有些称为accessKey有些称之为apiKey，也有称为sdkKey或者appId。
+      access-key-id: 您的accessKey
+      # 称为accessSecret有些称之为apiSecret
+      access-key-secret: 您的accessKeySecret
+      signature: 您的短信签名
+      sdk-app-id: 您的sdkAppId
+    config2:
+      # 厂商标识，标定此配置是哪个厂商，详细请看厂商标识介绍部分
+      supplier: tencent
+      access-key-id: 您的accessKey
+      access-key-secret: 您的accessKeySecret
+      signature: 您的短信签名
+      sdk-app-id: 您的sdkAppId
+
+
+--- # 三方授权
+justauth:
+  # 前端外网访问地址
+  address: http://localhost:80
+  type:
+    maxkey:
+      # maxkey 服务器地址
+      # 注意 如下均配置均不需要修改 maxkey 已经内置好了数据
+      server-url: http://sso.maxkey.top
+      client-id: 876892492581044224
+      client-secret: x1Y5MTMwNzIwMjMxNTM4NDc3Mzche8
+      redirect-uri: ${justauth.address}/social-callback?source=maxkey
+    topiam:
+      # topiam 服务器地址
+      server-url: http://127.0.0.1:1898/api/v1/authorize/y0q************spq***********8ol
+      client-id: 449c4*********937************759
+      client-secret: ac7***********1e0************28d
+      redirect-uri: ${justauth.address}/social-callback?source=topiam
+      scopes: [openid, email, phone, profile]
+    qq:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=qq
+      union-id: false
+    weibo:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=weibo
+    gitee:
+      client-id: 91436b7940090d09c72c7daf85b959cfd5f215d67eea73acbf61b6b590751a98
+      client-secret: 02c6fcfd70342980cd8dd2f2c06c1a350645d76c754d7a264c4e125f9ba915ac
+      redirect-uri: ${justauth.address}/social-callback?source=gitee
+    dingtalk:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=dingtalk
+    baidu:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=baidu
+    csdn:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=csdn
+    coding:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=coding
+      coding-group-name: xx
+    oschina:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=oschina
+    alipay_wallet:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=alipay_wallet
+      alipay-public-key: MIIB**************DAQAB
+    wechat_open:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=wechat_open
+    wechat_mp:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=wechat_mp
+    wechat_enterprise:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=wechat_enterprise
+      agent-id: 1000002
+    gitlab:
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=gitlab
+    gitea:
+      # 前端改动 https://gitee.com/JavaLionLi/plus-ui/pulls/204
+      # gitea 服务器地址
+      server-url: https://demo.gitea.com
+      client-id: 10**********6
+      client-secret: 1f7d08**********5b7**********29e
+      redirect-uri: ${justauth.address}/social-callback?source=gitea
+
+AGENT_ALLOWED_TABLES: "abtest_rule,abtest_project,agent_ban_log,agent_ban_logs,agent_install_sub_task,agent_install_sum_task,agent_install_task"
--- a/ruoyi-admin/src/main/resources/application.yml
+++ b/ruoyi-admin/src/main/resources/application.yml
@@ -124,7 +124,7 @@ security:
    - /*/api-docs
    - /*/api-docs/**
    - /warm-flow-ui/config
-
+    - /workflow/run
 # 多租户配置
 tenant:
  # 是否开启
@@ -203,6 +203,7 @@ springdoc:
      name:  ageerle
      email: ageerle@163.com
      url: https://gitee.com/ageerle/ruoyi-ai
+
  #这里定义了两个分组，可定义多个，也可以不定义
  group-configs:
    - group: 1.演示模块
@@ -215,6 +216,8 @@ springdoc:
      packages-to-scan: org.ruoyi.generator
    - group: 5.工作流模块
      packages-to-scan: org.ruoyi.workflow
+    - group: 6.MCP模块
+      packages-to-scan: org.ruoyi.mcp

 # 防止XSS攻击
 xss:
@@ -242,12 +245,6 @@ management:
      show-details: ALWAYS
    logfile:
      external-file: ./logs/sys-console.log
-  health:
-    # ⚠️ 禁用 Neo4j 健康检查
-    # Spring Boot Actuator 会自动为 Neo4j 创建健康检查器
-    # 这会导致应用在启动时尝试连接到 Neo4j
-    neo4j:
-      enabled: false

 --- # 默认/推荐使用sse推送
 sse:
@@ -263,6 +260,25 @@ websocket:
  # 设置访问源地址
  allowedOrigins: '*'

+--- # 演示模式配置
+demo:
+  # 是否开启演示模式（开启后所有写操作将被拦截）
+  enabled: false
+  # 提示消息
+  message: "演示模式，不允许操作"
+  # 排除的路径（这些路径不受演示模式限制）
+  excludes:
+    - /login
+    - /logout
+    - /register
+    - /captcha/**
+    - /auth/**
+    - /chat/send
+    - /system/session/**
+    - /system/message/**
+    - /system/attach/**
+    - /system/fragment/**
+    - /system/info/**
 --- # warm-flow工作流配置
 warm-flow:
  # 是否开启工作流，默认true
@@ -278,9 +294,9 @@ warm-flow:

 # 向量库配置
 vector-store:
-  # 向量存储类型 可选(weaviate/milvus)
+  # 向量存储类型 可选(weaviate/milvus/qdrant)
  # 如需修改向量库类型，请修改此配置值!
-  type: weaviate
+  type: milvus
  # Weaviate配置
  weaviate:
    protocol: http
@@ -290,69 +306,10 @@ vector-store:
  milvus:
    url: http://localhost:19530
    collectionname: LocalKnowledge
-
-chat:
-  memory:
-    enabled: true
-    maxMessages: 20
-    persistenceEnabled: true
-
-  #  企业微信应用
-wechat:
-  cp:
-    corpId:
-    appConfigs:
-      - agentId:
-        secret: ''
-        token:  ''
-        aesKey: ''
--- # Neo4j 知识图谱配置
-neo4j:
-  uri: bolt://117.72.192.162:7687
-  username: neo4j
-  password: MySecurePass123!
-  database: neo4j
-  max-connection-pool-size: 50
-  connection-timeout-seconds: 30
-
-# 知识图谱配置
-knowledge:
-  graph:
-    # 是否启用知识图谱功能
-    enabled: false
-    # 图数据库类型: neo4j 或 apache-age
-    database-type: neo4j
-    # 是否自动创建索引
-    auto-create-index: true
-    # 批量处理大小
-    batch-size: 1000
-    # 最大重试次数
-    max-retry-count: 3
-
-    # 实体抽取配置
-    extraction:
-      # 置信度阈值（低于此值的实体将被过滤）
-      confidence-threshold: 0.7
-      # 最大实体数量（每个文档）
-      max-entities-per-doc: 100
-      # 最大关系数量（每个文档）
-      max-relations-per-doc: 200
-      # 文本分片大小（用于长文档）
-      chunk-size: 2000
-      # 分片重叠大小
-      chunk-overlap: 200
-
-    # 查询配置
-    query:
-      # 默认查询限制数量
-      default-limit: 100
-      # 最大查询限制数量
-      max-limit: 1000
-      # 路径查询最大深度
-      max-path-depth: 5
-      # 查询超时时间（秒）
-      timeout-seconds: 30
-      # 是否启用查询缓存
-      cache-enabled: true
-      # 缓存过期时间（分钟）
-      cache-expire-minutes: 60
+  # Qdrant配置
+  qdrant:
+    host: localhost
+    port: 6334
+    collectionname: LocalKnowledge
+    api-key:
+    use-tls: false
--- a/ruoyi-extend/ruoyi-ai-copilot/src/main/resources/.claude/skills/pdf/LICENSE.txt
+++ b/ruoyi-extend/ruoyi-ai-copilot/src/main/resources/.claude/skills/pdf/LICENSE.txt
--- a/ruoyi-admin/src/main/resources/skills/docx/SKILL.md
+++ b/ruoyi-admin/src/main/resources/skills/docx/SKILL.md
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/init.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/init.py
@@ -0,0 +1 @@
+
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/accept_changes.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/accept_changes.py
@@ -0,0 +1,135 @@
+"""Accept all tracked changes in a DOCX file using LibreOffice.
+
+Requires LibreOffice (soffice) to be installed.
+"""
+
+import argparse
+import logging
+import shutil
+import subprocess
+from pathlib import Path
+
+from office.soffice import get_soffice_env
+
+logger = logging.getLogger(__name__)
+
+LIBREOFFICE_PROFILE = "/tmp/libreoffice_docx_profile"
+MACRO_DIR = f"{LIBREOFFICE_PROFILE}/user/basic/Standard"
+
+ACCEPT_CHANGES_MACRO = """<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE script:module PUBLIC "-//OpenOffice.org//DTD OfficeDocument 1.0//EN" "module.dtd">
+<script:module xmlns:script="http://openoffice.org/2000/script" script:name="Module1" script:language="StarBasic">
+    Sub AcceptAllTrackedChanges()
+        Dim document As Object
+        Dim dispatcher As Object
+
+        document = ThisComponent.CurrentController.Frame
+        dispatcher = createUnoService("com.sun.star.frame.DispatchHelper")
+
+        dispatcher.executeDispatch(document, ".uno:AcceptAllTrackedChanges", "", 0, Array())
+        ThisComponent.store()
+        ThisComponent.close(True)
+    End Sub
+</script:module>"""
+
+
+def accept_changes(
+    input_file: str,
+    output_file: str,
+) -> tuple[None, str]:
+    input_path = Path(input_file)
+    output_path = Path(output_file)
+
+    if not input_path.exists():
+        return None, f"Error: Input file not found: {input_file}"
+
+    if not input_path.suffix.lower() == ".docx":
+        return None, f"Error: Input file is not a DOCX file: {input_file}"
+
+    try:
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        shutil.copy2(input_path, output_path)
+    except Exception as e:
+        return None, f"Error: Failed to copy input file to output location: {e}"
+
+    if not _setup_libreoffice_macro():
+        return None, "Error: Failed to setup LibreOffice macro"
+
+    cmd = [
+        "soffice",
+        "--headless",
+        f"-env:UserInstallation=file://{LIBREOFFICE_PROFILE}",
+        "--norestore",
+        "vnd.sun.star.script:Standard.Module1.AcceptAllTrackedChanges?language=Basic&location=application",
+        str(output_path.absolute()),
+    ]
+
+    try:
+        result = subprocess.run(
+            cmd,
+            capture_output=True,
+            text=True,
+            timeout=30,
+            check=False,
+            env=get_soffice_env(),
+        )
+    except subprocess.TimeoutExpired:
+        return (
+            None,
+            f"Successfully accepted all tracked changes: {input_file} -> {output_file}",
+        )
+
+    if result.returncode != 0:
+        return None, f"Error: LibreOffice failed: {result.stderr}"
+
+    return (
+        None,
+        f"Successfully accepted all tracked changes: {input_file} -> {output_file}",
+    )
+
+
+def _setup_libreoffice_macro() -> bool:
+    macro_dir = Path(MACRO_DIR)
+    macro_file = macro_dir / "Module1.xba"
+
+    if macro_file.exists() and "AcceptAllTrackedChanges" in macro_file.read_text():
+        return True
+
+    if not macro_dir.exists():
+        subprocess.run(
+            [
+                "soffice",
+                "--headless",
+                f"-env:UserInstallation=file://{LIBREOFFICE_PROFILE}",
+                "--terminate_after_init",
+            ],
+            capture_output=True,
+            timeout=10,
+            check=False,
+            env=get_soffice_env(),
+        )
+        macro_dir.mkdir(parents=True, exist_ok=True)
+
+    try:
+        macro_file.write_text(ACCEPT_CHANGES_MACRO)
+        return True
+    except Exception as e:
+        logger.warning(f"Failed to setup LibreOffice macro: {e}")
+        return False
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description="Accept all tracked changes in a DOCX file"
+    )
+    parser.add_argument("input_file", help="Input DOCX file with tracked changes")
+    parser.add_argument(
+        "output_file", help="Output DOCX file (clean, no tracked changes)"
+    )
+    args = parser.parse_args()
+
+    _, message = accept_changes(args.input_file, args.output_file)
+    print(message)
+
+    if "Error" in message:
+        raise SystemExit(1)
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/comment.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/comment.py
@@ -0,0 +1,318 @@
+"""Add comments to DOCX documents.
+
+Usage:
+    python comment.py unpacked/ 0 "Comment text"
+    python comment.py unpacked/ 1 "Reply text" --parent 0
+
+Text should be pre-escaped XML (e.g., &amp; for &, &#x2019; for smart quotes).
+
+After running, add markers to document.xml:
+  <w:commentRangeStart w:id="0"/>
+  ... commented content ...
+  <w:commentRangeEnd w:id="0"/>
+  <w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="0"/></w:r>
+"""
+
+import argparse
+import random
+import shutil
+import sys
+from datetime import datetime, timezone
+from pathlib import Path
+
+import defusedxml.minidom
+
+TEMPLATE_DIR = Path(__file__).parent / "templates"
+NS = {
+    "w": "http://schemas.openxmlformats.org/wordprocessingml/2006/main",
+    "w14": "http://schemas.microsoft.com/office/word/2010/wordml",
+    "w15": "http://schemas.microsoft.com/office/word/2012/wordml",
+    "w16cid": "http://schemas.microsoft.com/office/word/2016/wordml/cid",
+    "w16cex": "http://schemas.microsoft.com/office/word/2018/wordml/cex",
+}
+
+COMMENT_XML = """\
+<w:comment w:id="{id}" w:author="{author}" w:date="{date}" w:initials="{initials}">
+  <w:p w14:paraId="{para_id}" w14:textId="77777777">
+    <w:r>
+      <w:rPr><w:rStyle w:val="CommentReference"/></w:rPr>
+      <w:annotationRef/>
+    </w:r>
+    <w:r>
+      <w:rPr>
+        <w:color w:val="000000"/>
+        <w:sz w:val="20"/>
+        <w:szCs w:val="20"/>
+      </w:rPr>
+      <w:t>{text}</w:t>
+    </w:r>
+  </w:p>
+</w:comment>"""
+
+COMMENT_MARKER_TEMPLATE = """
+Add to document.xml (markers must be direct children of w:p, never inside w:r):
+  <w:commentRangeStart w:id="{cid}"/>
+  <w:r>...</w:r>
+  <w:commentRangeEnd w:id="{cid}"/>
+  <w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{cid}"/></w:r>"""
+
+REPLY_MARKER_TEMPLATE = """
+Nest markers inside parent {pid}'s markers (markers must be direct children of w:p, never inside w:r):
+  <w:commentRangeStart w:id="{pid}"/><w:commentRangeStart w:id="{cid}"/>
+  <w:r>...</w:r>
+  <w:commentRangeEnd w:id="{cid}"/><w:commentRangeEnd w:id="{pid}"/>
+  <w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{pid}"/></w:r>
+  <w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="{cid}"/></w:r>"""
+
+
+def _generate_hex_id() -> str:
+    return f"{random.randint(0, 0x7FFFFFFE):08X}"
+
+
+SMART_QUOTE_ENTITIES = {
+    "\u201c": "&#x201C;",  
+    "\u201d": "&#x201D;",  
+    "\u2018": "&#x2018;",  
+    "\u2019": "&#x2019;",  
+}
+
+
+def _encode_smart_quotes(text: str) -> str:
+    for char, entity in SMART_QUOTE_ENTITIES.items():
+        text = text.replace(char, entity)
+    return text
+
+
+def _append_xml(xml_path: Path, root_tag: str, content: str) -> None:
+    dom = defusedxml.minidom.parseString(xml_path.read_text(encoding="utf-8"))
+    root = dom.getElementsByTagName(root_tag)[0]
+    ns_attrs = " ".join(f'xmlns:{k}="{v}"' for k, v in NS.items())
+    wrapper_dom = defusedxml.minidom.parseString(f"<root {ns_attrs}>{content}</root>")
+    for child in wrapper_dom.documentElement.childNodes:  
+        if child.nodeType == child.ELEMENT_NODE:
+            root.appendChild(dom.importNode(child, True))
+    output = _encode_smart_quotes(dom.toxml(encoding="UTF-8").decode("utf-8"))
+    xml_path.write_text(output, encoding="utf-8")
+
+
+def _find_para_id(comments_path: Path, comment_id: int) -> str | None:
+    dom = defusedxml.minidom.parseString(comments_path.read_text(encoding="utf-8"))
+    for c in dom.getElementsByTagName("w:comment"):
+        if c.getAttribute("w:id") == str(comment_id):
+            for p in c.getElementsByTagName("w:p"):
+                if pid := p.getAttribute("w14:paraId"):
+                    return pid
+    return None
+
+
+def _get_next_rid(rels_path: Path) -> int:
+    dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
+    max_rid = 0
+    for rel in dom.getElementsByTagName("Relationship"):
+        rid = rel.getAttribute("Id")
+        if rid and rid.startswith("rId"):
+            try:
+                max_rid = max(max_rid, int(rid[3:]))
+            except ValueError:
+                pass
+    return max_rid + 1
+
+
+def _has_relationship(rels_path: Path, target: str) -> bool:
+    dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
+    for rel in dom.getElementsByTagName("Relationship"):
+        if rel.getAttribute("Target") == target:
+            return True
+    return False
+
+
+def _has_content_type(ct_path: Path, part_name: str) -> bool:
+    dom = defusedxml.minidom.parseString(ct_path.read_text(encoding="utf-8"))
+    for override in dom.getElementsByTagName("Override"):
+        if override.getAttribute("PartName") == part_name:
+            return True
+    return False
+
+
+def _ensure_comment_relationships(unpacked_dir: Path) -> None:
+    rels_path = unpacked_dir / "word" / "_rels" / "document.xml.rels"
+    if not rels_path.exists():
+        return
+
+    if _has_relationship(rels_path, "comments.xml"):
+        return  
+
+    dom = defusedxml.minidom.parseString(rels_path.read_text(encoding="utf-8"))
+    root = dom.documentElement
+    next_rid = _get_next_rid(rels_path)
+
+    rels = [
+        (
+            "http://schemas.openxmlformats.org/officeDocument/2006/relationships/comments",
+            "comments.xml",
+        ),
+        (
+            "http://schemas.microsoft.com/office/2011/relationships/commentsExtended",
+            "commentsExtended.xml",
+        ),
+        (
+            "http://schemas.microsoft.com/office/2016/09/relationships/commentsIds",
+            "commentsIds.xml",
+        ),
+        (
+            "http://schemas.microsoft.com/office/2018/08/relationships/commentsExtensible",
+            "commentsExtensible.xml",
+        ),
+    ]
+
+    for rel_type, target in rels:
+        rel = dom.createElement("Relationship")
+        rel.setAttribute("Id", f"rId{next_rid}")
+        rel.setAttribute("Type", rel_type)
+        rel.setAttribute("Target", target)
+        root.appendChild(rel)  
+        next_rid += 1
+
+    rels_path.write_bytes(dom.toxml(encoding="UTF-8"))
+
+
+def _ensure_comment_content_types(unpacked_dir: Path) -> None:
+    ct_path = unpacked_dir / "[Content_Types].xml"
+    if not ct_path.exists():
+        return
+
+    if _has_content_type(ct_path, "/word/comments.xml"):
+        return  
+
+    dom = defusedxml.minidom.parseString(ct_path.read_text(encoding="utf-8"))
+    root = dom.documentElement
+
+    overrides = [
+        (
+            "/word/comments.xml",
+            "application/vnd.openxmlformats-officedocument.wordprocessingml.comments+xml",
+        ),
+        (
+            "/word/commentsExtended.xml",
+            "application/vnd.openxmlformats-officedocument.wordprocessingml.commentsExtended+xml",
+        ),
+        (
+            "/word/commentsIds.xml",
+            "application/vnd.openxmlformats-officedocument.wordprocessingml.commentsIds+xml",
+        ),
+        (
+            "/word/commentsExtensible.xml",
+            "application/vnd.openxmlformats-officedocument.wordprocessingml.commentsExtensible+xml",
+        ),
+    ]
+
+    for part_name, content_type in overrides:
+        override = dom.createElement("Override")
+        override.setAttribute("PartName", part_name)
+        override.setAttribute("ContentType", content_type)
+        root.appendChild(override)  
+
+    ct_path.write_bytes(dom.toxml(encoding="UTF-8"))
+
+
+def add_comment(
+    unpacked_dir: str,
+    comment_id: int,
+    text: str,
+    author: str = "Claude",
+    initials: str = "C",
+    parent_id: int | None = None,
+) -> tuple[str, str]:
+    word = Path(unpacked_dir) / "word"
+    if not word.exists():
+        return "", f"Error: {word} not found"
+
+    para_id, durable_id = _generate_hex_id(), _generate_hex_id()
+    ts = datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%SZ")
+
+    comments = word / "comments.xml"
+    first_comment = not comments.exists()
+    if first_comment:
+        shutil.copy(TEMPLATE_DIR / "comments.xml", comments)
+        _ensure_comment_relationships(Path(unpacked_dir))
+        _ensure_comment_content_types(Path(unpacked_dir))
+    _append_xml(
+        comments,
+        "w:comments",
+        COMMENT_XML.format(
+            id=comment_id,
+            author=author,
+            date=ts,
+            initials=initials,
+            para_id=para_id,
+            text=text,  
+        ),
+    )
+
+    ext = word / "commentsExtended.xml"
+    if not ext.exists():
+        shutil.copy(TEMPLATE_DIR / "commentsExtended.xml", ext)
+    if parent_id is not None:
+        parent_para = _find_para_id(comments, parent_id)
+        if not parent_para:
+            return "", f"Error: Parent comment {parent_id} not found"
+        _append_xml(
+            ext,
+            "w15:commentsEx",
+            f'<w15:commentEx w15:paraId="{para_id}" w15:paraIdParent="{parent_para}" w15:done="0"/>',
+        )
+    else:
+        _append_xml(
+            ext,
+            "w15:commentsEx",
+            f'<w15:commentEx w15:paraId="{para_id}" w15:done="0"/>',
+        )
+
+    ids = word / "commentsIds.xml"
+    if not ids.exists():
+        shutil.copy(TEMPLATE_DIR / "commentsIds.xml", ids)
+    _append_xml(
+        ids,
+        "w16cid:commentsIds",
+        f'<w16cid:commentId w16cid:paraId="{para_id}" w16cid:durableId="{durable_id}"/>',
+    )
+
+    extensible = word / "commentsExtensible.xml"
+    if not extensible.exists():
+        shutil.copy(TEMPLATE_DIR / "commentsExtensible.xml", extensible)
+    _append_xml(
+        extensible,
+        "w16cex:commentsExtensible",
+        f'<w16cex:commentExtensible w16cex:durableId="{durable_id}" w16cex:dateUtc="{ts}"/>',
+    )
+
+    action = "reply" if parent_id is not None else "comment"
+    return para_id, f"Added {action} {comment_id} (para_id={para_id})"
+
+
+if __name__ == "__main__":
+    p = argparse.ArgumentParser(description="Add comments to DOCX documents")
+    p.add_argument("unpacked_dir", help="Unpacked DOCX directory")
+    p.add_argument("comment_id", type=int, help="Comment ID (must be unique)")
+    p.add_argument("text", help="Comment text")
+    p.add_argument("--author", default="Claude", help="Author name")
+    p.add_argument("--initials", default="C", help="Author initials")
+    p.add_argument("--parent", type=int, help="Parent comment ID (for replies)")
+    args = p.parse_args()
+
+    para_id, msg = add_comment(
+        args.unpacked_dir,
+        args.comment_id,
+        args.text,
+        args.author,
+        args.initials,
+        args.parent,
+    )
+    print(msg)
+    if "Error" in msg:
+        sys.exit(1)
+    cid = args.comment_id
+    if args.parent is not None:
+        print(REPLY_MARKER_TEMPLATE.format(pid=args.parent, cid=cid))
+    else:
+        print(COMMENT_MARKER_TEMPLATE.format(cid=cid))
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/init.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/init.py
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/merge_runs.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/merge_runs.py
@@ -0,0 +1,199 @@
+"""Merge adjacent runs with identical formatting in DOCX.
+
+Merges adjacent <w:r> elements that have identical <w:rPr> properties.
+Works on runs in paragraphs and inside tracked changes (<w:ins>, <w:del>).
+
+Also:
+- Removes rsid attributes from runs (revision metadata that doesn't affect rendering)
+- Removes proofErr elements (spell/grammar markers that block merging)
+"""
+
+from pathlib import Path
+
+import defusedxml.minidom
+
+
+def merge_runs(input_dir: str) -> tuple[int, str]:
+    doc_xml = Path(input_dir) / "word" / "document.xml"
+
+    if not doc_xml.exists():
+        return 0, f"Error: {doc_xml} not found"
+
+    try:
+        dom = defusedxml.minidom.parseString(doc_xml.read_text(encoding="utf-8"))
+        root = dom.documentElement
+
+        _remove_elements(root, "proofErr")
+        _strip_run_rsid_attrs(root)
+
+        containers = {run.parentNode for run in _find_elements(root, "r")}
+
+        merge_count = 0
+        for container in containers:
+            merge_count += _merge_runs_in(container)
+
+        doc_xml.write_bytes(dom.toxml(encoding="UTF-8"))
+        return merge_count, f"Merged {merge_count} runs"
+
+    except Exception as e:
+        return 0, f"Error: {e}"
+
+
+
+
+def _find_elements(root, tag: str) -> list:
+    results = []
+
+    def traverse(node):
+        if node.nodeType == node.ELEMENT_NODE:
+            name = node.localName or node.tagName
+            if name == tag or name.endswith(f":{tag}"):
+                results.append(node)
+            for child in node.childNodes:
+                traverse(child)
+
+    traverse(root)
+    return results
+
+
+def _get_child(parent, tag: str):
+    for child in parent.childNodes:
+        if child.nodeType == child.ELEMENT_NODE:
+            name = child.localName or child.tagName
+            if name == tag or name.endswith(f":{tag}"):
+                return child
+    return None
+
+
+def _get_children(parent, tag: str) -> list:
+    results = []
+    for child in parent.childNodes:
+        if child.nodeType == child.ELEMENT_NODE:
+            name = child.localName or child.tagName
+            if name == tag or name.endswith(f":{tag}"):
+                results.append(child)
+    return results
+
+
+def _is_adjacent(elem1, elem2) -> bool:
+    node = elem1.nextSibling
+    while node:
+        if node == elem2:
+            return True
+        if node.nodeType == node.ELEMENT_NODE:
+            return False
+        if node.nodeType == node.TEXT_NODE and node.data.strip():
+            return False
+        node = node.nextSibling
+    return False
+
+
+
+
+def _remove_elements(root, tag: str):
+    for elem in _find_elements(root, tag):
+        if elem.parentNode:
+            elem.parentNode.removeChild(elem)
+
+
+def _strip_run_rsid_attrs(root):
+    for run in _find_elements(root, "r"):
+        for attr in list(run.attributes.values()):
+            if "rsid" in attr.name.lower():
+                run.removeAttribute(attr.name)
+
+
+
+
+def _merge_runs_in(container) -> int:
+    merge_count = 0
+    run = _first_child_run(container)
+
+    while run:
+        while True:
+            next_elem = _next_element_sibling(run)
+            if next_elem and _is_run(next_elem) and _can_merge(run, next_elem):
+                _merge_run_content(run, next_elem)
+                container.removeChild(next_elem)
+                merge_count += 1
+            else:
+                break
+
+        _consolidate_text(run)
+        run = _next_sibling_run(run)
+
+    return merge_count
+
+
+def _first_child_run(container):
+    for child in container.childNodes:
+        if child.nodeType == child.ELEMENT_NODE and _is_run(child):
+            return child
+    return None
+
+
+def _next_element_sibling(node):
+    sibling = node.nextSibling
+    while sibling:
+        if sibling.nodeType == sibling.ELEMENT_NODE:
+            return sibling
+        sibling = sibling.nextSibling
+    return None
+
+
+def _next_sibling_run(node):
+    sibling = node.nextSibling
+    while sibling:
+        if sibling.nodeType == sibling.ELEMENT_NODE:
+            if _is_run(sibling):
+                return sibling
+        sibling = sibling.nextSibling
+    return None
+
+
+def _is_run(node) -> bool:
+    name = node.localName or node.tagName
+    return name == "r" or name.endswith(":r")
+
+
+def _can_merge(run1, run2) -> bool:
+    rpr1 = _get_child(run1, "rPr")
+    rpr2 = _get_child(run2, "rPr")
+
+    if (rpr1 is None) != (rpr2 is None):
+        return False
+    if rpr1 is None:
+        return True
+    return rpr1.toxml() == rpr2.toxml()  
+
+
+def _merge_run_content(target, source):
+    for child in list(source.childNodes):
+        if child.nodeType == child.ELEMENT_NODE:
+            name = child.localName or child.tagName
+            if name != "rPr" and not name.endswith(":rPr"):
+                target.appendChild(child)
+
+
+def _consolidate_text(run):
+    t_elements = _get_children(run, "t")
+
+    for i in range(len(t_elements) - 1, 0, -1):
+        curr, prev = t_elements[i], t_elements[i - 1]
+
+        if _is_adjacent(prev, curr):
+            prev_text = prev.firstChild.data if prev.firstChild else ""
+            curr_text = curr.firstChild.data if curr.firstChild else ""
+            merged = prev_text + curr_text
+
+            if prev.firstChild:
+                prev.firstChild.data = merged
+            else:
+                prev.appendChild(run.ownerDocument.createTextNode(merged))
+
+            if merged.startswith(" ") or merged.endswith(" "):
+                prev.setAttribute("xml:space", "preserve")
+            elif prev.hasAttribute("xml:space"):
+                prev.removeAttribute("xml:space")
+
+            run.removeChild(curr)
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/simplify_redlines.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/office/helpers/simplify_redlines.py
@@ -0,0 +1,197 @@
+"""Simplify tracked changes by merging adjacent w:ins or w:del elements.
+
+Merges adjacent <w:ins> elements from the same author into a single element.
+Same for <w:del> elements. This makes heavily-redlined documents easier to
+work with by reducing the number of tracked change wrappers.
+
+Rules:
+- Only merges w:ins with w:ins, w:del with w:del (same element type)
+- Only merges if same author (ignores timestamp differences)
+- Only merges if truly adjacent (only whitespace between them)
+"""
+
+import xml.etree.ElementTree as ET
+import zipfile
+from pathlib import Path
+
+import defusedxml.minidom
+
+WORD_NS = "http://schemas.openxmlformats.org/wordprocessingml/2006/main"
+
+
+def simplify_redlines(input_dir: str) -> tuple[int, str]:
+    doc_xml = Path(input_dir) / "word" / "document.xml"
+
+    if not doc_xml.exists():
+        return 0, f"Error: {doc_xml} not found"
+
+    try:
+        dom = defusedxml.minidom.parseString(doc_xml.read_text(encoding="utf-8"))
+        root = dom.documentElement
+
+        merge_count = 0
+
+        containers = _find_elements(root, "p") + _find_elements(root, "tc")
+
+        for container in containers:
+            merge_count += _merge_tracked_changes_in(container, "ins")
+            merge_count += _merge_tracked_changes_in(container, "del")
+
+        doc_xml.write_bytes(dom.toxml(encoding="UTF-8"))
+        return merge_count, f"Simplified {merge_count} tracked changes"
+
+    except Exception as e:
+        return 0, f"Error: {e}"
+
+
+def _merge_tracked_changes_in(container, tag: str) -> int:
+    merge_count = 0
+
+    tracked = [
+        child
+        for child in container.childNodes
+        if child.nodeType == child.ELEMENT_NODE and _is_element(child, tag)
+    ]
+
+    if len(tracked) < 2:
+        return 0
+
+    i = 0
+    while i < len(tracked) - 1:
+        curr = tracked[i]
+        next_elem = tracked[i + 1]
+
+        if _can_merge_tracked(curr, next_elem):
+            _merge_tracked_content(curr, next_elem)
+            container.removeChild(next_elem)
+            tracked.pop(i + 1)
+            merge_count += 1
+        else:
+            i += 1
+
+    return merge_count
+
+
+def _is_element(node, tag: str) -> bool:
+    name = node.localName or node.tagName
+    return name == tag or name.endswith(f":{tag}")
+
+
+def _get_author(elem) -> str:
+    author = elem.getAttribute("w:author")
+    if not author:
+        for attr in elem.attributes.values():
+            if attr.localName == "author" or attr.name.endswith(":author"):
+                return attr.value
+    return author
+
+
+def _can_merge_tracked(elem1, elem2) -> bool:
+    if _get_author(elem1) != _get_author(elem2):
+        return False
+
+    node = elem1.nextSibling
+    while node and node != elem2:
+        if node.nodeType == node.ELEMENT_NODE:
+            return False
+        if node.nodeType == node.TEXT_NODE and node.data.strip():
+            return False
+        node = node.nextSibling
+
+    return True
+
+
+def _merge_tracked_content(target, source):
+    while source.firstChild:
+        child = source.firstChild
+        source.removeChild(child)
+        target.appendChild(child)
+
+
+def _find_elements(root, tag: str) -> list:
+    results = []
+
+    def traverse(node):
+        if node.nodeType == node.ELEMENT_NODE:
+            name = node.localName or node.tagName
+            if name == tag or name.endswith(f":{tag}"):
+                results.append(node)
+            for child in node.childNodes:
+                traverse(child)
+
+    traverse(root)
+    return results
+
+
+def get_tracked_change_authors(doc_xml_path: Path) -> dict[str, int]:
+    if not doc_xml_path.exists():
+        return {}
+
+    try:
+        tree = ET.parse(doc_xml_path)
+        root = tree.getroot()
+    except ET.ParseError:
+        return {}
+
+    namespaces = {"w": WORD_NS}
+    author_attr = f"{{{WORD_NS}}}author"
+
+    authors: dict[str, int] = {}
+    for tag in ["ins", "del"]:
+        for elem in root.findall(f".//w:{tag}", namespaces):
+            author = elem.get(author_attr)
+            if author:
+                authors[author] = authors.get(author, 0) + 1
+
+    return authors
+
+
+def _get_authors_from_docx(docx_path: Path) -> dict[str, int]:
+    try:
+        with zipfile.ZipFile(docx_path, "r") as zf:
+            if "word/document.xml" not in zf.namelist():
+                return {}
+            with zf.open("word/document.xml") as f:
+                tree = ET.parse(f)
+                root = tree.getroot()
+
+                namespaces = {"w": WORD_NS}
+                author_attr = f"{{{WORD_NS}}}author"
+
+                authors: dict[str, int] = {}
+                for tag in ["ins", "del"]:
+                    for elem in root.findall(f".//w:{tag}", namespaces):
+                        author = elem.get(author_attr)
+                        if author:
+                            authors[author] = authors.get(author, 0) + 1
+                return authors
+    except (zipfile.BadZipFile, ET.ParseError):
+        return {}
+
+
+def infer_author(modified_dir: Path, original_docx: Path, default: str = "Claude") -> str:
+    modified_xml = modified_dir / "word" / "document.xml"
+    modified_authors = get_tracked_change_authors(modified_xml)
+
+    if not modified_authors:
+        return default
+
+    original_authors = _get_authors_from_docx(original_docx)
+
+    new_changes: dict[str, int] = {}
+    for author, count in modified_authors.items():
+        original_count = original_authors.get(author, 0)
+        diff = count - original_count
+        if diff > 0:
+            new_changes[author] = diff
+
+    if not new_changes:
+        return default
+
+    if len(new_changes) == 1:
+        return next(iter(new_changes))
+
+    raise ValueError(
+        f"Multiple authors added new changes: {new_changes}. "
+        "Cannot infer which author to validate."
+    )
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/office/pack.py
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/office/pack.py
@@ -0,0 +1,159 @@
+"""Pack a directory into a DOCX, PPTX, or XLSX file.
+
+Validates with auto-repair, condenses XML formatting, and creates the Office file.
+
+Usage:
+    python pack.py <input_directory> <output_file> [--original <file>] [--validate true|false]
+
+Examples:
+    python pack.py unpacked/ output.docx --original input.docx
+    python pack.py unpacked/ output.pptx --validate false
+"""
+
+import argparse
+import sys
+import shutil
+import tempfile
+import zipfile
+from pathlib import Path
+
+import defusedxml.minidom
+
+from validators import DOCXSchemaValidator, PPTXSchemaValidator, RedliningValidator
+
+def pack(
+    input_directory: str,
+    output_file: str,
+    original_file: str | None = None,
+    validate: bool = True,
+    infer_author_func=None,
+) -> tuple[None, str]:
+    input_dir = Path(input_directory)
+    output_path = Path(output_file)
+    suffix = output_path.suffix.lower()
+
+    if not input_dir.is_dir():
+        return None, f"Error: {input_dir} is not a directory"
+
+    if suffix not in {".docx", ".pptx", ".xlsx"}:
+        return None, f"Error: {output_file} must be a .docx, .pptx, or .xlsx file"
+
+    if validate and original_file:
+        original_path = Path(original_file)
+        if original_path.exists():
+            success, output = _run_validation(
+                input_dir, original_path, suffix, infer_author_func
+            )
+            if output:
+                print(output)
+            if not success:
+                return None, f"Error: Validation failed for {input_dir}"
+
+    with tempfile.TemporaryDirectory() as temp_dir:
+        temp_content_dir = Path(temp_dir) / "content"
+        shutil.copytree(input_dir, temp_content_dir)
+
+        for pattern in ["*.xml", "*.rels"]:
+            for xml_file in temp_content_dir.rglob(pattern):
+                _condense_xml(xml_file)
+
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        with zipfile.ZipFile(output_path, "w", zipfile.ZIP_DEFLATED) as zf:
+            for f in temp_content_dir.rglob("*"):
+                if f.is_file():
+                    zf.write(f, f.relative_to(temp_content_dir))
+
+    return None, f"Successfully packed {input_dir} to {output_file}"
+
+
+def _run_validation(
+    unpacked_dir: Path,
+    original_file: Path,
+    suffix: str,
+    infer_author_func=None,
+) -> tuple[bool, str | None]:
+    output_lines = []
+    validators = []
+
+    if suffix == ".docx":
+        author = "Claude"
+        if infer_author_func:
+            try:
+                author = infer_author_func(unpacked_dir, original_file)
+            except ValueError as e:
+                print(f"Warning: {e} Using default author 'Claude'.", file=sys.stderr)
+
+        validators = [
+            DOCXSchemaValidator(unpacked_dir, original_file),
+            RedliningValidator(unpacked_dir, original_file, author=author),
+        ]
+    elif suffix == ".pptx":
+        validators = [PPTXSchemaValidator(unpacked_dir, original_file)]
+
+    if not validators:
+        return True, None
+
+    total_repairs = sum(v.repair() for v in validators)
+    if total_repairs:
+        output_lines.append(f"Auto-repaired {total_repairs} issue(s)")
+
+    success = all(v.validate() for v in validators)
+
+    if success:
+        output_lines.append("All validations PASSED!")
+
+    return success, "\n".join(output_lines) if output_lines else None
+
+
+def _condense_xml(xml_file: Path) -> None:
+    try:
+        with open(xml_file, encoding="utf-8") as f:
+            dom = defusedxml.minidom.parse(f)
+
+        for element in dom.getElementsByTagName("*"):
+            if element.tagName.endswith(":t"):
+                continue
+
+            for child in list(element.childNodes):
+                if (
+                    child.nodeType == child.TEXT_NODE
+                    and child.nodeValue
+                    and child.nodeValue.strip() == ""
+                ) or child.nodeType == child.COMMENT_NODE:
+                    element.removeChild(child)
+
+        xml_file.write_bytes(dom.toxml(encoding="UTF-8"))
+    except Exception as e:
+        print(f"ERROR: Failed to parse {xml_file.name}: {e}", file=sys.stderr)
+        raise
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(
+        description="Pack a directory into a DOCX, PPTX, or XLSX file"
+    )
+    parser.add_argument("input_directory", help="Unpacked Office document directory")
+    parser.add_argument("output_file", help="Output Office file (.docx/.pptx/.xlsx)")
+    parser.add_argument(
+        "--original",
+        help="Original file for validation comparison",
+    )
+    parser.add_argument(
+        "--validate",
+        type=lambda x: x.lower() == "true",
+        default=True,
+        metavar="true|false",
+        help="Run validation with auto-repair (default: true)",
+    )
+    args = parser.parse_args()
+
+    _, message = pack(
+        args.input_directory,
+        args.output_file,
+        original_file=args.original,
+        validate=args.validate,
+    )
+    print(message)
+
+    if "Error" in message:
+        sys.exit(1)
--- a/ruoyi-admin/src/main/resources/skills/docx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd
+++ b/ruoyi-admin/src/main/resources/skills/docx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd
--- a/Show More
+++ b/Show More
				`@@ -1 +0,0 @@`
				数据目录请执行 `chmod 777 /docker/redis/data` 赋予读写权限否则将无法写入数据