CFD said the fire broke out in a three-story apartment building in the Belmont Gardens neighborhood's 3200-block of North Kostner Avenue just before 4:30 p.m.
CFD transported a victim to Cook County Hospital in critical condition. Officials did not provide details about that person's injuries.
How the fire started was not immediately clear.
Authorities did not immediately provide further information about the fire.