Where RAG Fails: Common Failure Cases and Quick Mitigations

Aug 31, 2025 · 7 min read · Introduction & Why RAG Fails Introduction Retrieval-Augmented Generation (RAG) improves AI answers by combining: Retrieval: Searching a knowledge base (like PDF) for relevant information. Generation: Producing a response based on retrieved data. ...