RAG Pipelines and Documentation: Why the Content Layer Is Your Biggest Risk
· 6 min read
Your RAG pipeline is only as good as the content it retrieves. Teams spend months tuning embeddings, chunking strategies, and prompt templates — then feed the system documentation that was never designed for machine consumption. The result is confident, well-formatted answers built on garbage retrieval. The content layer is where most RAG implementations silently fail.