LightRAG

About this project

🚀 LightRAG: Simple and Fast Retrieval-Augmented Generation 🎉 News — [2026.07]🎯[New Feature]: Add Smart Heading recognition feature for word documents. — [2026.05]🎯[New Feature]: Merge RagAnything into LightRAG🎉. Multimodal content parsing and extraction via MinerU / Docling services. — [2026.05]🎯[New Feature]: Introducing four selectable text chunking strategies: Fix, Recursive, Vector, and Paragraph. — [2026.05]🎯[New Feature]: Role-specific LLM configuration support, 4 distinct roles: EXTRACT, QUERY, KEYWORDS, and VLM, with independent LLM settings. —…

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