RAG

RAG or Tool Calling? Stop Retrieving What You Could Query

Vector search over data you could have queried with SQL is the most common architecture smell in agent systems. It is slower, less accurate, more expensive to maintain, and it fails in a way that is hard to detect. Here is the decision rule.