LightRAG
LightRAG is a lightweight, fast open source implementation of GraphRAG that combines knowledge graph construction with vector retrieval for LLM-powered applications. It is designed to be simple to deploy and integrate, making it accessible to teams looking to experiment with graph-augmented retrieval without the overhead of larger frameworks.
🔗 GitHub: https://github.com/HKUDS/LightRAG