Thank you for being the kind of person who explains what the abbreviation RAG stands for. I have been very confused reading this thread.
For the curious RAG = Retrieval Augmented Generation. From wikipedia: RAG enables large language models (LLMs) to retrieve and incorporate new information from external data sources