Sorry to bother you
Polite opener before asking for something, especially from a stranger or someone who is busy. Perdone la molestia is the formal version.
Sorry to bother you, could you tell me how to get to the town hall?
Sorry to bother you, I know you're busy.
—Sorry to bother you. —Not at all, tell me, what do you need?