Paramedics appeared to bring a person to a waiting ambulance as more police arrived on the scene.
Road closures remain in place and parents of Andersons Bay School pupils have been asked to collect their children from the Jeffrey St entrance, rather than from Highcliff Rd at the end of the school day.
Police and fire investigators are working to determine the cause of the fire.