LLM Hybrid Retrieval Routing in Production: Stabilizing RAG Recall with Query Classification, RRF, and Fallback Strategies
A deep dive into production practices for hybrid retrieval routing in LLM RAG systems, covering query classification, BM25 and vector search fusion, RRF ranking, weight tuning, fallback governance, and a go-live checklist to reduce missed recalls and retrieval strategy failures.