Or pyenv (https://github.com/pyenv/pyenv) if you don't want to take the plunge into something like nix.

As for managing Python library dependencies, I use poetry (https://python-poetry.org), though unfortunately both it and pipenv seem to progressively break functionality over time for some reason.