Hi
@princeton yes you need to apply for a family reunion visa at the Italian embassy in Rome. You just have to take with you your Passport, Birth Certificate, Marriage Certificate and also a prove of Address that you live there in Italy and also the Passport or National Identity Card of Your Spouse. But before then you have to Book an appointment online first before going to the Embassy
Good luck and best regards Nelly