In the ever-evolving landscape of artificial intelligence, RAG chatbots have emerged as a groundbreaking technology. These sophisticated systems leverage both powerful language models and external knowledge sources to generate more comprehensive and trustworthy responses. This article delves into the design of RAG chatbots, revealing the intricate