Claude Skill
infiniflow/ragflow
RAGFlow is a leading open-source RAG engine that fuses cutting-edge retrieval-augmented generation with Agent capabilities, providing a superior context layer for LLMs.
Overview
Repository
Install this Skill
$ git clone https://github.com/infiniflow/ragflow.gitRegistry
$ git clone https://github.com/infiniflow/ragflow.gitgit clone https://github.com/infiniflow/ragflow.gitnpm install
Summary
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs.
RAGFlow是一款领先的开源检索增强生成引擎，它将前沿的RAG技术与智能体能力深度融合，为大型语言模型构建了卓越的上下文理解层。
Key features
- Deep integration of RAG and Agent capabilities
- Superior context layer for LLMs
- Supports multiple LLM backends including OpenAI, Ollama, and DeepSeek
- Advanced document understanding and context retrieval
- Agentic workflow and deep research support
Use cases
- Building enterprise-grade RAG applications
- Enhancing LLM responses with accurate context retrieval
- Automating complex research and document analysis workflows
- Creating agentic AI systems with retrieval-augmented reasoning
- Deploying context-aware chatbots and knowledge assistants
README excerpt
<div align="center"> <a href="https://cloud.ragflow.io/"> <img src="web/src/assets/logo-with-text.svg" width="520" alt="ragflow logo"> </a> </div> <p align="center"> <a href="./README.md"><img alt="README in English" src="https://img.shields.io/badge/English-DBEDFA"></a> <a href="./README_zh.md"><img alt="简体中文版自述文件" src="https://img.shields.io/badge/简体中文-DFE0E5"></a> <a href="./README_tzh.md"><img alt="繁體版中文自述文件" src="https://img.shields.io/badge/繁體中文-DFE0E5"></a> <a href="./README_ja.md"><img alt="日本語のREADME" src="https://img.shields.io/badge/日本語-DFE0E5"></a> <a href="./README_ko.md"><img alt="한국어" src="https://img.shields.io/badge/한국어-DFE0E5"></a> <a href="./README_fr.md"><img alt="README en Français" src="https://img.shields.io/badge/Français-DFE0E5"></a> <a href="./README_id.md"><img alt="Bahasa Indonesia" src="https://img.shields.io/badge/Bahasa Indonesia-DFE0E5"></a> <a href="./README_pt_br.md"><img alt="Português(Brasil)" src="https://img.shields.io/badge/Português(Brasil)-DFE0E5"></a> <a href="./README_ar.md"><img alt="README in Arabic" src="https://img.shields.io/badge/Arabic-DFE0E5"></a> <a href="./README_tr.md"><img alt="Türkçe README" src="https://img.shields.io/badge/Türkçe-DFE0E5"></a> </p> <p align="center"> <a href="https://x.com/intent/follow?screen_name=infiniflowai" target="_blank"> <img src="https://img.shields.io/twitter/follow/infiniflow?logo=X&color=%20%23f5f5f5" alt="follow on X(Twitter)"> </a> <a href="https://cloud.ragflow.io" target="_blank"> <img alt="Static Badge" src="https://img.shields.io/badge/Get-Started-4e6b99"> </a> <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank"> <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls