Instructor

RAG Is More Than Just Embedding Search

Jason Liu's influential post arguing that RAG systems need more than vector similarity search — covering query understanding, routing, reranking, and structured extraction as the layers that separate working RAG from production-grade RAG. Written for the Instructor library blog.