For Mac users, note this bug: when you click "Enter interpreter path", you have two options: (1) manually enter the path; (2) select the venv file from Finder.
It only works if I manually enter the path. Selecting with Finder yields some strange path like Library/Developer/CommandTools/...
which I understand.