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Sounds like the level of JavaScript and interactions are minimal, so no need for a DOM framework. That'll simplify it a lot. And then for making it pretty out of the box, PicoCSS is dead simple to use.
I'd use Tailwind - the ready-made CSS classes make it really simple to get a nice-looking UI...
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