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Have you heard of our Lord and Savior pipx? Solves the python tool isolation issue nicely.

I haven't used it, I use virtualfish which does a great job as well.

Virtualfish is new to me, will check it out thanks.

And it turned out that pipx wasn't what I thought it was, so thank you as well! Though virtualfish is only useful if you use the fish shell.