AI & LLMs
Aug 30, 20269 min read
RAG Is Not a Silver Bullet: 7 Failure Modes We Hit Shipping a Production Retrieval Pipeline
A RAG demo answering questions correctly over ten hand-picked documents proves almost nothing about how it behaves over a real corpus. Seven concrete ways retrieval-augmented generation breaks in production, and what actually fixes each one.
