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Build Production-Ready Retrieval RAG Pipeline in LangChain - Hybrid Search, Re-ranking and HyDE

Build Production-Ready Retrieval RAG Pipeline in LangChain - Hybrid Search, Re-ranking and HyDE

Venelin Valkov via YouTube Direct link

07:03 - Re-ranking with ColBERT for precision

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07:03 - Re-ranking with ColBERT for precision

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Build Production-Ready Retrieval RAG Pipeline in LangChain - Hybrid Search, Re-ranking and HyDE

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  1. 1 00:00 - Why naive RAG fails
  2. 2 04:04 - BM25 and hybrid search
  3. 3 07:03 - Re-ranking with ColBERT for precision
  4. 4 08:38 - HyDE query enhancement
  5. 5 10:32 - Full RAG retrieval pipeline with citations

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