LightRAG

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

A modular graph-based Retrieval-Augmented Generation (RAG) system

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.