Vanessa Hudgens and her MLB player boyfriend, Cole Tucker, have just taken their relationship to a whole 'nother level ... TMZ Sports has learned they're engaged!!!

A source close to the two tells us ... Tucker popped the question sometime at the end of 2022.

It's unclear when exactly the question was popped ... but the couple was in Paris in November -- a lovely place for a potential engagement to go down.