HKUDS/LightRAG

graph-based RAG system for smarter document retrieval

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Related repos

• Retrieval system for documents with images and tables
• graph-based retrieval for interpretable and efficient RAG workflows
• open-source RAG engine for deep document understanding
• lightweight Python library for building RAG pipelines with LLM and document retrieval support
• low-code toolkit for building and evaluating RAG systems
• Modularizes and decouples graph-based retrieval-augmented generation methods
• Go library for retrieval-augmented generation and document search
• Orchestrates document layout analysis for RAG
• RAG system for summaries and queries across document types