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As others have said I would recommend flask. Then look at something like https://getbootstrap.com/ to help just make a simple web page.
I had a similar issue in November and decided to go with Flask (code here: https://github.com/teacherc/spheri-app). Today, I'm working on surfacing inferences from a ML model on a simple website. I've decided to go with FastAPI this time.