LightRAG

LightRAG is a free, open-source, blazing-fast graph-based RAG framework that builds dual-level knowledge graphs (entities + relationships) for sharper, more contextual retrieval than naive vector RAG. Lower cost, faster ingestion, better answers on complex queries — a true GraphRAG-class engine you