Agentic RAG: When Your Retrieval System Thinks for Itself

Com Have you ever asked an AI a complex question, only to receive an answer that’s confidently, eloquently, and completely wrong? This phenomenon, the “polite hallucination,” is the critical flaw of many modern AI systems. They are brilliant synthesizers but poor thinkers, often failing when faced with nuance or ambiguity. They retrieve, then they generate, and if the initial retrieval is flawed, the entire process is built on a foundation of sand.