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 generate more comprehensive and reliable responses. This article delves into the design of RAG chatbots, illuminating the intricate