Topic: Retrieval-Augmented Generation Tech
Write a summary of a demo that uses Snowflake's Snowpark Container Services to host a VectorDB used in Retrieval Augmented Generation (RAG).

Topic: Retrieval-Augmented Generation Tech
Provide the best possible sklearn-only model that can act as a document-retrieval-based chatbot.