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.