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RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

๐Ÿ“„ Trending Paper (120โฌ†๏ธ): Graph retrieval-augmented generation (GraphRAG) enhances large language models with structured knowledge, yet existing systems construct knowledge graphs in a single extraction pass, producing noisy entities and brittle retrieval. RAGU, an open-source modular GraphRAG engine, addresses this by separ...

Source: HuggingFace_Papers

What it does

๐Ÿ“„ Trending Paper (120โฌ†๏ธ): Graph retrieval-augmented generation (GraphRAG) enhances large language models with structured knowledge, yet existing systems construct knowledge graphs in a single extraction pass, producing noisy entities and brittle retrieval. RAGU, an open-source modular GraphRAG engine, addresses this by separ...

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