Five Architectural Patterns That Fix What's Broken in RAG

Semantic RAG assumes the query embedding lands near the answer embedding. For multi-step questions — comparisons, computations, cross-document analysis — that assumption fails. Here are five architectural patterns that fix this: embrace agents over pipelines, separate storage by data type, route deterministic operations to deterministic tools, show your work, and build systems that know when they don't know.