At least two vehicles were involved in the crash along Ashland Avenue between 73rd and 74th Street in the West Englewood neighborhood.
Three people were taken to hospitals, the Chicago Fire Department said. At least one of the victims was taken to the Christ Hospital trauma center.
Officials have not provided information on the victims' conditions.