In the interview itself, it’s just you; your parent remains outside. The school may do a separate session afterward for a parent interview / Q&A. Or they may not.
As far as bringing the younger brother for the trip, if he wants to go and is potentially interested in the school for him when the time comes, it’s fine. If he doesn’t want to go, your parents should arrange a Plan B tor him.