[zainhoda]

That's basically what happens but the power is that in Python, you can do this:

sql = vn.generate_sql(question=...)

Which means that now the SQL can be executed and you can get the table, chart, etc in any interface.

Flask: https://github.com/vanna-ai/vanna-flask

Streamlit: https://github.com/vanna-ai/vanna-streamlit

Chainlit: https://github.com/vanna-ai/vanna-chainlit

Slack: https://github.com/vanna-ai/vanna-slack