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compact language models 1entity extraction 1graph rag 1knowledge graph construction 1retrieval-augmented generation 1

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1 paper

cs.CL2026

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

Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka +5

RAGU is an open‑source GraphRAG engine that separates entity extraction from consolidation using a two‑stage typed extraction, deduplication, summarization, and community detection…