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This is SO freaking cool. I'm doing something similar for a startup, albeit in a different domain and against a massive dataset.

Looking at the code (and "for the future..." note about LLM generated queries), you cannot ask arbitrary questions? Is that correct?

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No, you can ask arbitrary queries. I’ve found that foundation models (and Claude in particular) do a great job at writing sql. It even seems to handle time series questions pretty well.

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