safishamsi / Knowledge-Graph-Based-Hybrid-RAG-SystemView on GitHub
Knowledge Graph-RAG system using Neo4j, LangChain, LangGraph, Claude-3.5-Sonnet. Hybrid retrieval: SBERT embeddings + graph traversal + BM25. 61K papers, 190K authors from Scopus. 50% NDCG improvement, 57% bias reduction. Includes notebooks, evaluation scripts, benchmark queries. Python/Jupyter.
18Sep 4, 2025Updated 10 months ago

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