The building was said to be a residential one, and located near famous Anarkali Bazar.
The rescue teams rushed to the spot after the incident and pulled out at least six persons after hectic efforts.
They feared that more people could be trapped under the rubble and efforts were under way to rescue them.
The six persons pulled out from the rubble are reported to have sustained minor injuries and taken to the nearby hospital.
