RAG Engine
79.0k 2026-04-25
infiniflow/ragflow
An open-source Retrieval-Augmented Generation (RAG) engine that integrates RAG with Agent capabilities to provide a superior context layer for Large Language Models (LLMs).
Core Features
Fuses cutting-edge RAG with Agent capabilities.
Creates a superior context layer for LLMs.
Offers a streamlined RAG workflow adaptable to enterprises.
Provides pre-built agent templates for efficient AI system development.
Transforms complex data into high-fidelity, production-ready AI systems.
Quick Start
docker pull infiniflow/ragflowDetailed Introduction
RAGFlow is a leading open-source engine designed to enhance Large Language Models (LLMs) by integrating advanced Retrieval-Augmented Generation (RAG) with intelligent Agent capabilities. It provides a robust context layer, enabling developers to build high-fidelity, production-ready AI systems. With its converged context engine and pre-built agent templates, RAGFlow streamlines the RAG workflow, making it efficient and adaptable for enterprises of any scale to transform complex data into actionable AI.