Gemini in BigQuery - Python SDK

I want to create an application to obtain data in BigQuery from a user message. I saw that Gemini in BigQuery does exactly what I want, where I enter text and it generates SQL, queries data and generates graphs. However, I would like to use these resources outside of BigQuery Studio, such as in Python. Is there any way for this? Or is there another feature in Gemini to utilize?

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