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