Build an Application to Chat with Documents Using RAG

Let’s begin by applying the RAG technique to enhance the chat application further.

• First, the contents of the chapter from ‘War and Peace’ are converted into vector embeddings and loaded into a PostgreSQL database.

• When a user interacts with the chat application and asks questions about the chapter, RAG is used behind the scenes to get a response and send it back to the user.