Director Tommy Avallone tells PEOPLE how a chance encounter led to the beginning of a years-long project, which debuts Oct.

A chance conversation with a member of the Full House cast helped make Tommy Avallone's dream documentary come true. The director tells PEOPLE he was "at the only Hollywood party I've ever been to ...