Why You Should Stop Using Flask and Start Using FastAPI

Why You Should Stop Using Flask and Start Using FastAPI

Why You Should Stop Using Flask and Start Using FastAPI. I found a web framework called FastAPI. FastAPI is a relatively new web framework for Python but is powerful and enjoyable to use.

When it comes to machine learning production, usually we’ll wrap a model into a rest API. Because making machine learning APIs doesn’t really require complex things — it only requires the predict() function — we usually only use a simple framework. And the framework we usually use is Flask.

Don’t get me wrong: Flask is good, but it’s in the past. One reason Flask is widely used is that in the past, not many people deployed models as real-time production APIs. For some people, Flask is good enough because it’s popular, minimal, and written in Python.

As time’s gone by, the production of machine learning, as a field, has matured. However, as this field has matured, features that were originally just nice to have become essential. And that’s a feature that Flask doesn’t have, so sometimes we have to use third-party dependencies, and sometimes the documentation isn’t too clear.

This is what made me look for other alternatives to create real-time production APIs. In the end, I found a web framework called FastAPI. FastAPI is a relatively new web framework for Python but is powerful and enjoyable to use. Here are some reasons why you should start using FastAPI.

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Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.

Data Science Projects | Data Science | Machine Learning | Python

Practice your skills in Data Science with Python, by learning and then trying all these hands-on, interactive projects, that I have posted for you.