LightRAG

HKUDS/LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

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Python MITLast pushed Jul 7, 2026

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Categories

AI Agents LLM Frameworks Computer Vision

Tags

graphrag genai llm large-language-models rag gpt-4 gpt knowledge-graph

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Install

pip install LightRAG

PyPI Docs / website

README

🚀 LightRAG: Simple and Fast Retrieval-Augmented Generation

HKUDS%2FLightRAG | Trendshift

🎉 News

[2026.05]🎯[New Feature]: Merge RagAnything into LightRAG🎉. Multimodal content parsing and extraction via MinerU / Docling services