Question 19

You are deploying a Retrieval-Augmented Generation (RAG) application on Databricks. This application must allow users to submit queries that are embedded into vector space, retrieve the most relevant documents using a retriever, and then pass them to a generative model for response generation. In order to deploy this application, you must ensure that all necessary elements, including dependencies and model signature, are properly specified for a seamless integration into Databricks and for future use by other teams. Which of the following lists the essential components required to deploy this RAG application?