This is fantastic and exactly where our team at Shipyard is expecting the data space to go. Context aware, AI driven. Great work on this!

We were just talking last week about how we should create a feature to describe transformations you want in Natural Language that get compiled to pandas/SQL. Input data is everything associated with the original file/dataframe.

Visual transformation tools are typically limited and non-reproducible. If you could switch it around to be code-compiled but description-driven, that would open up new possibilities.

I'd love to chat if you're open to it. Email in bio.