Build a Python GUI App in Apple M1

I am using Python in my beloved M1 Macbook Air. Thinking, can I use Python to build a GUI desktop application in the little power machine? After some errors and trials, I found a way out, and it shall also work for you.

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Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store