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Building a Hybrid RAG System with FAISS, BM25, and Agentic AI

As part of my AI Engineering journey, I recently worked on a project that helped me understand how Retrieval-Augmented Generation (RAG) works in practice.

  • Hybrid RAG system combines FAISS vector search and BM25 keyword search
  • Documents chunked before retrieval, balancing context and retrieval accuracy
  • Agent tool utilizes FAISS + BM25 hybrid ranking for context construction

Creator and destroyer

Many involved in AI say they want to press the pause button to give governments more time in which to come up with regulations. They must know that nothing like this is going to happen. Leer más

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