Exploring RAG, AI Agents, and Agentic RAG: A Comprehensive Review and Comparative Analysis for Future AI Innovations
This article discusses advancements in artificial intelligence, focusing on three key concepts: Retrieval-Augmented Generation (RAG), AI agents, and a new approach called Agentic RAG. RAG helps large language models access up-to-date information, overcoming the limitations of traditional models that often provide outdated answers. AI agents, on the other hand, are smart programs that make decisions ...