Respuesta :
I would say just ‘with friends’ since the word ‘with’ is a preposition.
Prepositions are not used before a number of common expressions of time beginning next, last, this, that(sometimes).
So no I don't think 'last night' is a prepositional phrase, rather an adverbial phrase.