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Building an Agentic Hybrid RAG System with FAISS, BM25, and smolagents

Community description: I've been learning about RAG (Retrieval-Augmented Generation) and wanted to understand how it...

Dev.to | Aug 31, 2026 | Halan P Babu

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But instead of using only one retrieval method, I wanted to combine semantic search and keyword search to make the retrieval more reliable. This is useful when we want an AI system to answer questions using our own documents or knowledge base. FAISS for semantic search and BM25 for keyword search.

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