We deploy multiple applications but use one set of requirements across all the apps. With that said, I would imagine that you don't want to create too much divergence between your prod and development environments.
If you're using vscode
https://code.visualstudio.com/docs/editor/workspaces is a nice solution for specifying multiple roots that can each point to a different venv.