feat: streamline workflow orchestration and chat routing

Add Zhipu web search integration, remove obsolete workflow nodes and resume handling, and separate model, agent, and workflow chat execution.
2026-09-13 00:14:59 +00:00 · 2026-07-30 00:15:44 +08:00
parent 83fd1ee983
commit 6e264ad500
45 changed files with 1217 additions and 1580 deletions
--- a/README.md
+++ b/README.md
@@ -17,236 +17,235 @@

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

-### 企业级AI助手平台
+### Enterprise-Grade AI Assistant Platform

-*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*
+*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*

-**[English](README_EN.md)** | **[📖 使用文档](https://doc.ruoyiai.chat/)** |
-**[🚀 在线体验](https://web.ruoyiai.chat/)** | **[🐛 问题反馈](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 功能建议](https://github.com/ageerle/ruoyi-ai/issues)**
+**[中文](README_ZH.md)** | **[📖 Documentation](https://doc.ruoyiai.chat/)** |
+**[🚀 Live Demo](https://web.ruoyiai.chat/)** | **[🐛 Report Issues](https://github.com/ageerle/ruoyi-ai/issues)** | **[💡 Feature Requests](https://github.com/ageerle/ruoyi-ai/issues)**

 </div>


-## ✨ 核心亮点
-
-|    模块     | 现有能力 
-|:---------:|---
-| **模型管理**  | 多模型接入(DeepSeek/智谱/MIMO/百炼/OpenAI)、多模态理解、Coze/DIFY/FastGPT/RAGFlow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  
-| **智能体管理** | 基于Langchain4j的Agent框架、Supervisor模式编排,支持多种决策模型,可以灵活搭配工具,skills          


-### 项目源码
+## ✨ Core Features

-| 项目模块     | GitHub 仓库                                             | Gitee 仓库                                             | GitCode 仓库                                             |
+| Module | Current Capabilities |
+|:---:|---|
+| **Model Management** | Multi-model integration (DeepSeek/Zhipu/MIMO/Bailian/OpenAI), multi-modal understanding, Coze/DIFY/FastGPT/RAGFlow platform integration |
+| **Knowledge Management** | 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, and other nodes |
+| **Multi-Agent** | Agent framework based on Langchain4j, Supervisor mode orchestration, supports multiple decision models, can flexibly combine tools and skills |
+
+### Project Repositories
+
+| Module     | GitHub Repository                                             | Gitee Repository                                             | GitCode Repository                                             |
 |----------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
-| 🔧 后端服务  | [ruoyi-ai](https://github.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitee.com/ageerle/ruoyi-ai)       | [ruoyi-ai](https://gitcode.com/ageerle/ruoyi-ai)       |
-| 🎨 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) |
-| 🎬 短剧平台  | [ruoyi-drama](https://github.com/ageerle/ruoyi-drama) | [ruoyi-drama](https://gitee.com/ageerle/ruoyi-drama) | [ruoyi-drama](https://gitcode.com/ageerle/ruoyi-drama)   |
-| 🤖 编程助手  | [ruoyi-copilot](https://github.com/ageerle/ruoyi-copilot) | [ruoyi-copilot](https://gitee.com/ageerle/ruoyi-copilot) | [ruoyi-copilot](https://gitcode.com/ageerle/ruoyi-copilot) |
-| 📱 小程序端  | [ruoyi-uniapp](https://github.com/ageerle/ruoyi-uniapp) | [ruoyi-uniapp](https://gitee.com/ageerle/ruoyi-uniapp) | [ruoyi-uniapp](https://gitcode.com/ageerle/ruoyi-uniapp) |
+| 🔧 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) |
+| 🎬 Drama | [ruoyi-drama](https://github.com/ageerle/ruoyi-drama) | [ruoyi-drama](https://gitee.com/ageerle/ruoyi-drama) | [ruoyi-drama](https://gitcode.com/ageerle/ruoyi-drama) |
+| 🤖 Copilot | [ruoyi-copilot](https://github.com/ageerle/ruoyi-copilot) | [ruoyi-copilot](https://gitee.com/ageerle/ruoyi-copilot) | [ruoyi-copilot](https://gitcode.com/ageerle/ruoyi-copilot) |
+| 📱 Mini-App | [ruoyi-uniapp](https://github.com/ageerle/ruoyi-uniapp) | [ruoyi-uniapp](https://gitee.com/ageerle/ruoyi-uniapp) | [ruoyi-uniapp](https://gitcode.com/ageerle/ruoyi-uniapp) |

-### 合作项目
-| 项目名称           | GitHub 仓库                                             | Gitee 仓库                                             
+### 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)       | 
+| 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
+## 🛠️ Technical Architecture

-### 核心框架
- **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-plus-x
- **安全认证**：Sa-Token + JWT 双重保障
- **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
+### Core Framework
+- **Backend**: Spring Boot 3.5.8 + Langchain4j
+- **Data Storage**: MySQL 8.0 + Redis + Vector Databases (Milvus/Weaviate/Qdrant)
+- **Frontend**: Vue 3 + Vben Admin + element-plus-x
+- **Security**: Sa-Token + JWT dual-layer security
+- **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 部署
+## 🐳 Docker Deployment

-本项目提供两种 Docker 部署方式：
+This project provides two Docker deployment methods:

-### 方式一：一键启动所有服务（推荐）
+### Method 1: One-click Start All Services (Recommended)

-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）：
+Use `docker-compose-all.yaml` to start all services at once (including backend, admin panel, user frontend, and dependencies):

 ```bash
-# 克隆仓库
+# Clone the repository
 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）
+# Start all services (pull pre-built images from registry)
 docker-compose -f docker-compose-all.yaml up -d

-# 查看服务状态
+# Check service status
 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
+# Access services
+# Admin Panel: http://localhost:25666 (admin / admin123)
+# User Frontend: http://localhost:25137
+# Backend API: http://localhost:26039
 ```

-### 方式二：分步部署（源码编译）
+### Method 2: Step-by-step Deployment (Source Build)

-如果您需要从源码构建后端服务，请按照以下步骤操作：
+If you need to build backend services from source, follow these steps:

-#### 第一步：部署后端服务
+#### Step 1: Deploy Backend Service

 ```bash
-# 进入后端项目目录
+# Enter backend project directory
 cd ruoyi-ai

-# 启动后端服务（源码编译构建）
+# Start backend service (build from source)
 docker-compose up -d --build

-# 等待后端服务启动完成
+# Wait for backend service to start
 docker-compose logs -f backend
 ```

-#### 第二步：部署管理端
+#### Step 2: Deploy Admin Panel

 ```bash
-# 进入管理端项目目录
+# Enter admin panel project directory
 cd ruoyi-admin

-# 构建并启动管理端
+# Build and start admin panel
 docker-compose up -d --build

-# 访问管理端
-# 地址: http://localhost:5666
+# Access admin panel
+# URL: http://localhost:5666
 ```

-#### 第三步：部署用户端（可选）
+#### Step 3: Deploy User Frontend (Optional)

 ```bash
-# 进入用户端项目目录
+# Enter user frontend project directory
 cd ruoyi-web

-# 构建并启动用户端
+# Build and start user frontend
 docker-compose up -d --build

-# 访问用户端
-# 地址: http://localhost:5137
+# Access user frontend
+# URL: http://localhost:5137
 ```

-### 服务端口说明
+### Service Ports

-| 服务 | 一键启动端口 | 分步部署端口 | 说明 |
+| Service | One-click Port | Step-by-step Port | Description |
 |------|-------------|-------------|------|
-| 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 |
+| 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 |

-### 镜像仓库
+### Image Registry

-所有镜像托管在阿里云容器镜像服务：
+All images are hosted on Alibaba Cloud Container Registry:

 ```
 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
+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

-### 常用命令
+### Common Commands

 ```bash
-# 停止所有服务
+# Stop all services
 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]
+# View service logs
+docker-compose -f docker-compose-all.yaml logs -f [service-name]

-# 重启某个服务
-docker-compose -f docker-compose-all.yaml restart [服务名]
+# Restart a service
+docker-compose -f docker-compose-all.yaml restart [service-name]
 ```

-## 📚 使用文档
+## 📚 Documentation

-想要深入了解安装部署、功能配置和二次开发？
+Want to learn more about installation, deployment, configuration, and secondary development?

-**👉 [完整使用文档](https://doc.ruoyiai.chat/)**
+**👉 [Complete Documentation](https://doc.ruoyiai.chat/)**

-## 🤝 参与贡献
+## 🤝 Contributing

-我们热烈欢迎社区贡献！无论您是资深开发者还是初学者，都可以为项目贡献力量 💪
+We warmly welcome community contributions! Whether you are a seasoned developer or just getting started, you can contribute to the project 💪

-### 贡献方式
+### How to Contribute

-1. **Fork** 项目到您的账户
-2. **创建分支** (`git checkout -b feature/新功能名称`)
-3. **提交代码** (`git commit -m '添加某某功能'`)
-4. **推送分支** (`git push origin feature/新功能名称`)
-5. **发起 Pull Request**
+1. **Fork** the project to your account
+2. **Create a branch** (`git checkout -b feature/new-feature-name`)
+3. **Commit your changes** (`git commit -m 'Add new feature'`)
+4. **Push to the branch** (`git push origin feature/new-feature-name`)
+5. **Create a Pull Request**

-> 💡 **小贴士**：建议将 PR 提交到 GitHub，我们会自动同步到其他代码托管平台
+> 💡 **Tip**: We recommend submitting PRs to GitHub, we will automatically sync to other code hosting platforms

-## 📄 开源协议
+## 📄 License

-本项目采用 **MIT 开源协议**，详情请查看 [LICENSE](LICENSE) 文件。
+This project is licensed under the **MIT License**. See the [LICENSE](LICENSE) file for details.

-## 🙏 特别鸣谢
+## 🙏 Acknowledgments

-感谢以下优秀的开源项目为本项目提供支持：
- [Langchain4j](https://github.com/langchain4j/langchain4j) - 强大的 Java LLM 开发框架
- [RuoYi-Vue-Plus](https://gitee.com/dromara/RuoYi-Vue-Plus) - 成熟的企业级快速开发框架
- [Vben Admin](https://github.com/vbenjs/vue-vben-admin) - 现代化的 Vue 后台管理模板
+Thanks to the following excellent open-source projects for their support:
+- [Langchain4j](https://github.com/langchain4j/langchain4j) - Powerful Java LLM development framework
+- [RuoYi-Vue-Plus](https://gitee.com/dromara/RuoYi-Vue-Plus) - Mature enterprise-level rapid development framework
+- [Vben Admin](https://github.com/vbenjs/vue-vben-admin) - Modern Vue admin template

+## 💎 Sponsors

-## 💎 赞助商
-
-**感谢以下赞助商对本项目的支持：**
+**Thanks to the following sponsors for supporting this project:**

 <a href="https://www.atlascloud.ai?ref=89F97E">
  <img src="docs/image/sponsor/atlascloud_banner.png" alt="Atlas Cloud" width="160" height="80">
 </a>

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-全模态 AI 推理平台，为开发者提供统一的 AI API，支持视频生成、图像生成和大语言模型。一次接入，即可访问 **300+ 精选模型**。
+[Visit Atlas Cloud](https://www.atlascloud.ai?ref=89F97E&utm_source=github&utm_campaign=ruoyi-drama) · [Coding Plan Promotion](https://www.atlascloud.ai/console/coding-plan)
+A full-modal AI inference platform that gives developers a unified AI API, supporting video generation, image generation, and LLMs. Connect once to access **300+ curated models**.

 <a href="https://www.volcengine.com/activity/codingplan?utm_campaign=hw&utm_content=hw&utm_medium=devrel_tool_web&utm_source=OWO&utm_term=ageerle-ruoyi-ai">
-  <img src="docs/image/sponsor/huoshan.png" alt="火山引擎 CodingPlan" width="160" height="80">
+  <img src="docs/image/sponsor/huoshan.png" alt="Volcengine CodingPlan" width="160" height="80">
 </a>

-[注册即领2500万Tokens，立即前往](https://www.volcengine.com/activity/ai618?utm_campaign=hw&utm_content=hw&utm_medium=devrel_tool_web&utm_source=OWO&utm_term=ageerle-ruoyi-ai)
-享字节自研豆包模型+满血版开源 SOTA模型，覆盖文本、VLM、图像生成，全模态一站配齐：Seed-2.1、Seedream-5.0、GLM-5.2、DeepSeek等。不止编程、更能解决 Agent 复杂长程任务！
+[Sign up to claim 25 million tokens — go now](https://www.volcengine.com/activity/ai618?utm_campaign=hw&utm_content=hw&utm_medium=devrel_tool_web&utm_source=OWO&utm_term=ageerle-ruoyi-ai)
+Enjoy ByteDance's in-house Doubao models plus full-power open-source SOTA models, covering text, VLM, and image generation — all modalities in one stop: Seed-2.1, Seedream-5.0, GLM-5.2, DeepSeek, and more. Not just for coding — it can also tackle complex long-horizon Agent tasks!

-
-## 💬 社区交流
+## 💬 Community Chat

 <div align="center">

 <table>
 <tr>
 <td align="center">
-<img src="docs/image/wx.png" alt="微信二维码" width="200" height="200"><br>
-<strong>扫码添加作者微信</strong><br>
-<em>邀请进群学习</em>
+<img src="docs/image/wx.png" alt="WeChat QR Code" width="200" height="200"><br>
+<strong>Scan to add author on WeChat</strong><br>
+<em>Join group for learning</em>
 </td>
 <td align="center">
-<img src="docs/image/wx06.png" alt="微信二维码" width="200" height="200"><br>
-<strong>微信技术交流群</strong><br>
-<em>技术讨论</em>
+<img src="docs/image/wx06.png" alt="WeChat QR Code" width="200" height="200"><br>
+<strong>WeChat Tech Exchange Group</strong><br>
+<em>Technical discussion</em>
 </td>
 <td align="center">
-<img src="docs/image/qq.png" alt="QQ群二维码" width="200" height="200"><br>
-<strong>QQ技术交流群</strong><br>
-<em>技术讨论</em>
+<img src="docs/image/qq.png" alt="QQ Group QR Code" width="200" height="200"><br>
+<strong>QQ Tech Exchange Group</strong><br>
+<em>Technical discussion</em>
 </td>

 </tr>
@@ -255,11 +254,12 @@ docker-compose -f docker-compose-all.yaml restart [服务名]
 </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.ruoyiai.chat/)**
+**[⭐ Star to Support](https://github.com/ageerle/ruoyi-ai)** • **[Fork to Contribute](https://github.com/ageerle/ruoyi-ai/fork)** • **[📚 中文](README_ZH.md)** • **[📖 Complete Documentation](https://doc.ruoyiai.chat/)**

-*用 ❤️ 打造，由 RuoYi AI 开源社区维护*
+*Built with ❤️, maintained by the RuoYi AI open-source community*

 </div>