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 deliver more comprehensive and trustworthy responses. This article delves into the architecture of RAG