---
## 🌟 Introduction
**Ragflow-Plus** is a secondary development project based on **Ragflow**, aiming to address practical application issues with the following features:
- **Management Mode**
An additional backend management system is provided for user, team, config, file, and knowledge base management.
- **Permission Restriction**
The frontend interface is simplified by reducing user access permissions.
- **Enhanced Parsing**
Replaces the DeepDoc algorithm with **MinerU** for improved file parsing and support for image analysis.
- **Image & Text Output**
Supports linking reference images to answer text blocks during responses.
- **Document Writing Mode**
Offers a brand-new interactive document editing experience.
🎬 **Demo Video & Tutorial:**
[](https://www.bilibili.com/video/BV1UJLezaEEE)
## 📥 How to Use
### 1. Run with Docker Compose
Run from the root directory:
**Using GPU:**
```bash
docker compose -f docker/docker-compose_gpu.yml up -d
```
**Using CPU::**
```bash
docker compose -f docker/docker-compose.yml up -d
```
Access the frontend UI at: `your-server-ip:80`
Access the admin dashboard at: `your-server-ip:8888`
📘 Step-by-step tutorial: [https://blog.csdn.net/qq1198768105/article/details/147475488](https://blog.csdn.net/qq1198768105/article/details/147475488)
#### 2. Run from Source Code (Docker is still required for MySQL, MinIO, Elasticsearch, etc.)
1. Start the Admin System:
- **Start the backend**: Navigate to `management/server` and run:
```bash
python app.py
```
- **Start the frontend**: Navigate to `management/web` and run:
```bash
pnpm dev
```
2. Start the Frontend Interaction System:
- **Start the backend**: From the project root directory, run:
```bash
python -m api.ragflow_server
```
- **Start the frontend**: Navigate to `web` and run:
```bash
pnpm dev
```
## 🛠️ How to Contribute
1. Fork this repository
2. Create your feature branch (`git checkout -b feature/AmazingFeature`)
3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request
## 📄 Community Group
If you have additional needs, suggestions, or questions, feel free to join our community group for discussion.
⚠️ Note: Since the group has over 200 members, QR code join is disabled. To join, please add me on WeChat (ID: **zstar1003**) and include the note "Join Group".
## 🚀 Acknowledgments
This project is developed based on the following open-source projects:
- [ragflow](https://github.com/infiniflow/ragflow)
- [v3-admin-vite](https://github.com/un-pany/v3-admin-vite)
- [minerU](https://github.com/opendatalab/MinerU)
## 💻 Stay Updated
This project is under continuous development. Update logs will be posted on my WeChat public account **[我有一计]** — feel free to follow!
## ✨ Star History
