Designing Production RAG Systems That Don't Hallucinate
Notes on validation layers, hybrid retrieval, and model routing for enterprise RAG pipelines.
FAQ
Notes on validation layers, hybrid retrieval, and model routing for enterprise RAG pipelines.
Notes on validation layers, hybrid retrieval, and model routing for enterprise RAG pipelines.
Notes on validation layers, hybrid retrieval, and model routing for enterprise RAG pipelines.
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.
Combining rule-based parsing with selective RAG retrieval — as used in enterprise document intelligence — reduces hallucinations while maintaining coverage over structured fields.