AI & LLMs

Your RAG system returns confident but wrong answers. The LLM is fine in isolation. How do you debug the pipeline?

In retrieval-augmented generation (RAG), answer quality is capped by retrieval quality: if the right chunk never reaches the context window, no prompt can save you. Debug retrieval and generation separately, since they fail for different reasons and usually only one of them is actually broken.