Hybrid Search: Combining BM25 and Vector Retrieval for Production RAG

Hybrid search combines BM25 keyword scoring with vector similarity and fuses the rankings — the practical default for production RAG because real user queries come in both styles. This tutorial walks through the fusion strategies, weight tuning, and failure modes on a hypothetical e-commerce support bot.