Designing Production RAG Systems That Don't Hallucinate

Production RAG is not about embedding documents and calling an LLM. It is about building systems that handle failure cases, long-running processing, and real workflow constraints.

Hybrid retrieval beats pure vector search

Combining rule-based parsing with selective RAG retrieval — as used in enterprise document intelligence — reduces hallucinations while maintaining coverage over structured fields.