In this brief video I walk you through the components of retrieval augmented generation (RAG). I talk about embeddings and vectors and even show you how they are created. Finally, I'll show you a chatbot in action that is interacting with live data in an Azure SQL Database. This video will showcase the direction Microsoft is taking OpenAI and that Azure SQL Database is a CoPilot in this journey!