FAQ RAG Design Flips Pipeline

FAQ-based RAG treats curated question-answer pairs as the corpus, inverting standard document pipelines. Direct matches return canonical answers verbatim with zero LLM calls, while adjacent matches use few-shot prompting. Misses log gaps for FAQ team review. The approach cuts generation costs significantly.