When RAG Fails, RAG Failure Modes, Explained: Root Causes and Swift Mitigations for Robust Retrieval and Generation

Retrieval Augmented Generation (RAG) systems promise to ground AI outputs in factual, up-to-date information. However, production RAG deployments often encounter persistent failure patterns that degrade accuracy, user trust, and system reliability. U...