Aditya Biranje

Designing the Ingestion Layer of a Production RAG System

Most RAG postmortems point at retrieval. Wrong chunks come back, the reranker doesn't help, the LLM hallucinates around a gap in context. Almost none of it is a retrieval bug. By the time a query hits