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9d439d1dcf1bc5ce8e370646d125d23ffe9cd15e
ruoyi-ai/README.md
ageerle 9d439d1dcf refactor: move RAG trace classes to argtrace package and update SQL schema 
- Rename org.ruoyi.trace package to org.ruoyi.argtrace for RagTraceNodeTypes
  and RagTracePayloadBuilder; fix package declarations and update imports in
  ChatServiceFacade and KnowledgeRetrievalServiceImpl
- Remove obsolete RagTracePayloadBuilderTest
- Switch supervisor response strategy from SUMMARY to LAST in ChatServiceFacade
- Refresh docs/script/sql/ruoyi-ai.sql with the latest full schema dump
- Add live demo links (admin panel, user frontend, commercial edition) to
  README.md and README_ZH.md

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-08-04 17:44:39 +08:00

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# RuoYi AI
<div align="center">
[![Contributors][contributors-shield]][contributors-url] [![Forks][forks-shield]][forks-url] [![Stargazers][stars-shield]][stars-url] [![Issues][issues-shield]][issues-url] [![MIT License][license-shield]][license-url]
<p align="center">
<a href="https://trendshift.io/repositories/13209">
<img src="https://trendshift.io/api/badge/repositories/13209" alt="GitHub Trending">
</a>
</p>
<img src="docs/image/logo.png" alt="RuoYi AI Logo" width="120" height="120">
### Enterprise-Grade AI Assistant Platform
*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_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>
## 🚀 Live Demo
| Service | URL | Default Account |
|---|---|---|
| Admin Panel | http://129.226.199.247:25666 | admin / admin123 |
| User Frontend | http://129.226.199.247:25137 | admin / admin123 |
| Commercial Edition | https://web.ruoyiai.chat | WeChat QR code login |
## ✨ Core Features
| 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 |
|----------|-------------------------------------------------------|------------------------------------------------------|--------------------------------------------------------|
| 🔧 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) |
### 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 3.5.8 + 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 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
# Requirements: Docker Engine and Docker Compose V2
# Clone the v3.1.0 release
git clone --depth 1 --branch v3.1.0 https://github.com/ageerle/ruoyi-ai.git
cd ruoyi-ai
# Pin the image version. Public GHCR images do not require docker login.
cp docs/docker/ruoyi-ai/.env.example docs/docker/ruoyi-ai/.env
sed -i 's/^RUIYI_VERSION=.*/RUIYI_VERSION=v3.1.0/' docs/docker/ruoyi-ai/.env
# Pull pre-built images from GHCR and start all services
docker compose --env-file docs/docker/ruoyi-ai/.env \
-f docs/docker/ruoyi-ai/docker-compose-all.yaml pull
docker compose --env-file docs/docker/ruoyi-ai/.env \
-f docs/docker/ruoyi-ai/docker-compose-all.yaml up -d
# Check service status
docker compose --env-file docs/docker/ruoyi-ai/.env \
-f docs/docker/ruoyi-ai/docker-compose-all.yaml ps
# Access services (replace SERVER_IP with the server address)
# Admin Panel: http://SERVER_IP:25666 (admin / admin123)
# User Frontend: http://SERVER_IP:25137
# Backend API: http://SERVER_IP:26039
```
The default Compose file also publishes MySQL (`23306`), Redis (`26379`),
Weaviate (`28080`), and MinIO (`29000`/`29090`). For production deployments,
change the default MySQL and MinIO passwords and expose only the application
ports through the firewall or a reverse proxy.
To upgrade to another published release, update `RUIYI_VERSION` in
`docs/docker/ruoyi-ai/.env`, then run `docker compose pull` and
`docker compose up -d` with the same `--env-file` and `-f` options. Do not use
`docker compose down -v` unless you intend to delete persistent data volumes.
### 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 |
## 📚 Documentation
Want to learn more about installation, deployment, configuration, and secondary development?
**👉 [Complete Documentation](https://doc.ruoyiai.chat/)**
## 🤝 Contributing
We warmly welcome community contributions! Whether you are a seasoned developer or just getting started, you can contribute to the project 💪
### How to Contribute
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**
> 💡 **Tip**: We recommend submitting PRs to GitHub, we will automatically sync to other code hosting platforms
## 📄 License
This project is licensed under the **MIT License**. See the [LICENSE](LICENSE) file for details.
## 🙏 Acknowledgments
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
**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>
[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="Volcengine CodingPlan" width="160" height="80">
</a>
[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!
## 💬 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 on WeChat</strong><br>
<em>Join group for learning</em>
</td>
<td align="center">
<img src="docs/image/douyin.png" alt="Douyin QR Code" width="200" height="200"><br>
<strong>Douyin Video Tutorials</strong><br>
<em>Open Douyin, scan & follow to watch video tutorials</em>
</td>
<td align="center">
<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>
</table>
</div>
---
<div align="center">
**[⭐ 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/)**
*Built with ❤️, maintained by the RuoYi AI open-source community*
</div>
<!-- Badge Links -->
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