In the ever-evolving landscape of artificial intelligence, Retrieval Augmented Generation 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 design of RAG chatbots, i