Straight forward. Simple. Powerful.
Three extra lines and your model goes online.
Pinferencia (python + inference) aims to provide the simplest way to serve any of your machine learning models with a fully functioning Graphic UI and Rest API.
Any model, in any framework, or even a function. You can serve it with Pinferencia.
Minimal codes to write, minimum codes modifications needed.
Just based on what you have.
Both statement and branch coverages, no kidding.
End-to-end tests with playwright.
Both backend and frontend codes are tested more than 100%.
All in Python. Straight forward model registration.
Hot reload. Fully use python3 type hints.
Develop, serve and debug at the same time.
Just a python library. It's light.
Built on FastAPI, it's fast.
With built-in streamlit support, it's amazing.
Built-in templates made with streamlit give you the extrordinary user experience out of box. All API explained in details with online try-out feature. Thanks to FastAPI and Starlette.
Pinferencia is a part-time project from a small team of friends, us. We are trying to make a tool that is useful to others.
Therefore, we would really appreciate if you find anything you'd like to share with us, suggestions, bugs, or simply some thoughts.