The only packages provided for OpenFF-Toolkit are for conda. It would be really helpful to also provide pip packages. The ML ecosystem has standardized on pip rather than conda, and most MLIP packages are only available for pip (MACE, NequIP, AIMNet2, OrbMol, etc.). Mixing pip and conda packages in an environment often doesn't work and leads to a broken environment. This makes it difficult to use OpenFF-Toolkit with any MLIPs.
With a bit of work it's already possible to install OpenFF-Toolkit (or at least the parts of it that I need) with pip:
pip install git+https://github.com/openforcefield/openff-utilities.git
pip install git+https://github.com/openforcefield/openff-units.git
pip install git+https://github.com/openforcefield/openff-toolkit.git
pip install cachetools rdkit
Making this easier and supported would help a lot of people.
The only packages provided for OpenFF-Toolkit are for conda. It would be really helpful to also provide pip packages. The ML ecosystem has standardized on pip rather than conda, and most MLIP packages are only available for pip (MACE, NequIP, AIMNet2, OrbMol, etc.). Mixing pip and conda packages in an environment often doesn't work and leads to a broken environment. This makes it difficult to use OpenFF-Toolkit with any MLIPs.
With a bit of work it's already possible to install OpenFF-Toolkit (or at least the parts of it that I need) with pip:
Making this easier and supported would help a lot of people.