Beyond Basic RAG: Self-RAG, CRAG, and RA-DIT Patterns That Actually Improve Retrieval

The short version: Basic RAG follows a rigid sequence: retrieve k passages, insert them into the prompt, generate an answer. The weakness often sits in that fixed sequence, not in the retriever. The RAG survey describes the shift from basic retrieval to modular and adaptive designs. Self-RAG offers…