It might be an interesting idea given that the Steam Deck has reasonable amount of RAM/GPU. The main issue for a knowledge base might be the lack of a physical keyboard though.

Not sure how good of an idea a Steam Deck would be for this. If you can't access Wikipedia, I imagine a replacement for its unprotected glass screen would be harder to come by if you drop it.