CFD officials said the fire erupted near 87th and South Constance in the city's Calumet Heights neighborhood.
Three people had to be rescued by firefighters. One firefighter was also hurt.
All four were taken to a hospital, but their conditions are unknown at this time.
Chicago fire officials haven't yet disclosed what caused the fire.
No other details are known at this time.