🔒 Flask vs Streamlit- Which one to use

[naive tundra]

I have created a machine learning model. i needed to deploy them. I want to learn either Flash or Streamlit. to achieve the same. The Streamlit seems to be much easier than the Flask setup ( i am a newbie to the world of coding).

Can someone mentor me to select the platform. Which one is mostly used in the industrial setup?

Can someone tell me which one to focus on.

[slender adder]

@naive tundra

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[wispy leaf]

Streamlit is popular.

[wispy leaf]

Alternatively you could try Taipy

!pypi taipy

[slender adder]

taipy v3.0.0

A 360° open-source platform from Python pilots to production-ready web apps.

[bold pulsar]

gradio is also an option

[bold pulsar]

Do you want to make it available internally to some organization?
Host it yourself in a VPS?
Host it in some public platform?

you could use HuggingFace Inference Endpoints or Spaces, which streamline things quite a bit and offer affordable (for some cases, even free) hosting, and have a somewhat descent official documentation

[bold pulsar]

also, these two serve fairly different purposes

with Flask you would have to define everything in terms of http requests, and if you want a front end, you would have to code it yourself using HTML + JavaScript

Streamlit abstracts away much of the front end, and lets you focus on just connecting the inputs and outputs to your model

[slender adder]

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