Stop using naive RAG

Most RAG setups look good in demos — until things get slightly complex. You ask a question, it retrieves “relevant” chunks, and everything seems fine. But as soon as your system spans multiple documents — APIs, billing, infra, workflows — things start breaking down. Not because the information isn’t there. But because the relationships between them are lost. The problem with RAG RAG works by retrieving chunks based on similarity. That means: It finds text that looks relevant But doesn’t understa