How to Build a Self-Correcting RAG System That Gets Smarter With Every Query TL;DR * Traditional RAG systems retrieve documents once and generate answers, but adding a feedback loop can dramatically improve accuracy * Agentic RAG introduces intelligent checkpoints where an agent grades retrieved documents and rewrites queries when needed for