Dozens of firefighters rushed to the scene in Whiting to put out the fire in a storefront.
No injuries have been reported, authorities said.
Officials said that the fire broke out around 5 p.m. in or above "Lubia's Dresses and Events at 119th Street and Sheridan.
The American Red Cross is helping residents forced out of the apartments.