Yuxi - A Multi-tenant Harness Platform Combining Knowledge Bases and Knowledge Graphs

[Docs] · [中文]

*Image generated by GPT-Image-2.

Core Features

• Agent development: Built on LangGraph, with support for sub-agents, Skills, MCPs, Tools, and middleware.
• Knowledge base (RAG): Multi-format document parsing, Embedding / Rerank configuration, and knowledge base evaluation.
• Knowledge graph: Graph construction and visualization based on LightRAG, with property graph support for agent reasoning.
• Platform and engineering: Vue + FastAPI architecture with dark mode, Docker-based development, and production-oriented deployment.

Quick Start

Clone the repository and initialize the project:

git clone --branch v0.6.1 --depth 1 https://github.com/xerrors/Yuxi.git
cd Yuxi

# Linux/macOS
./scripts/init.sh

# Windows PowerShell
.\scripts\init.ps1

Start the project with Docker:

docker compose up --build

After the services are ready, open http://localhost:5173.

Examples and Demo

Home	Dashboard Statistics
Agent Configuration	Knowledge Base Invocation
Create Knowledge Base	Knowledge Base Management
Knowledge Graph Visualization	Project Documentation
Extension Management (Skills)	Extension Management (MCPs)
User / Department Permission Management	Model Provider Configuration

Acknowledgements

Yuxi references and builds on the following excellent open-source projects:

• LightRAG - Used as the foundation for graph construction and retrieval.
• DeepAgents - Used as the deep agent framework.
• DeerFlow - Referenced for Sandbox agent architecture ideas.
• RAGflow - Referenced for document text chunking strategies.
• LangGraph - Multi-agent orchestration framework and the core architectural foundation of this project.
• QwenPaw - Referenced for model configuration and personal file area design.

Contributing

Thanks to all contributors for supporting this project!

Star History

📄 License

This project is licensed under the MIT License. See LICENSE for details.

---

If this project helps you, please give us a ⭐️.