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I built an open-source Knowledge Graph pipeline with hybrid retrieval to improve LLM multi-hop reasoning [P]

Via r/MachineLearning
Sunday, Jun 14, 2026 · 10:38PM
Summary

Hey everyone, I built an open-source full-stack pipeline (Django + React) that constructs a Knowledge Graph from raw text, detects thematic communities, and uses hybrid search to solve the "lost in the middle" problem in standard vector retrieval. The Pipeline: Ingestion & Chunking: Raw text is clea

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