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Won't those dependencies then be global? With potential conflicts as a result?

uv uses a global cache but hardlinks the dependencies for your script into a temp venv that is only for your script, so its still pretty fast.

Nope! uv takes care of that. uv is a work of art.

Then I should seriously take a look at it. I figured it was just another package manager.