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Cognitive RAG

hybrid retrieval for multi-hop question answering.

2026

  • LangChain
  • BM25
  • cross-encoder
  • Python

LangChain agents over a hybrid retrieval pipeline (BM25 sparse + bi-encoder dense), fused with reciprocal rank fusion and a Hugging Face cross-encoder re-ranker for precision on multi-hop QA. (QMIND design-team work.)