What is RAG and why is it needed?

What is RAG? Among the AI buzzwords that we've been hearing a lot these days, "RAG" is one of the most common ones. Also known as Retrieval Augmented Generation, RAG is a technique used in natural language processing (NLP) where a language model is c...