Probable cause is justification for a search warrant. It is not needed if someone with legal authority invites the police to enter the premises.
If you allowed cops to search your car, then a warrant was not needed. You gave permission. If they discover your girlfriend had drugs in the car, she cannot complain about the search.
probable cause would have let them arrest the guy, and while arrested, get a search warrant.