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In the notebook `02-Advanced-Chatbot-Chain`, from the RAG demo notebooks, shows how to incorporate chat history.

You can achieve that by using metadata filtering when querying the VS index. Check this section in our VS Index documentation: https://docs.databricks.com/en/generative-ai/create-query-vector-search.html#query-a-vector-search-endpoint