In the ever-evolving landscape of artificial intelligence, RAG chatbots have emerged as a groundbreaking technology. These sophisticated systems leverage both advanced language models and external knowledge sources to provide more comprehensive and accurate responses. This article delves into the architecture of RAG chatbots, illuminating the intri