What do you need to know about RAG(Retrieval Augmented Generation)

We’ll explore the fundamentals of Retrieval Augmented Generation (RAG), which combines retrieval and generative models for enhanced AI capabilities. We’ll look at the practical applications of RAG such as implementing a simple customer support chatbot. Additionally, we’ll explore vector databases, understanding their role in storing and retrieving information efficiently, while highlighting best practices and advanced techniques for maximizing RAG’s potential.