Advanced RAG

Andrew Ng and Team offer a variety of short courses at Deeplearning.AI , one of which is focused on ways to improve the semantic search component of RAG. The default approach is to search for semantically similar vectors to the user query within a vector database. The course discusses the limitations of this approach and explores several sophisticated techniques to enhance the semantic search of a query within a vector database.