Now there is (disclaimer: I did it).
All you need is to install
pip-chill from PyPI and run
pip-chill from your Python environment.
If you are feeling adventurous and don’t want to pin versions (or want to use pip-compile), you can use
pip-chill --no-version and it’ll give you the minimal requirements for your current environment.