The shooting happened on the 1300 block of Passmore Street around 7:30 p.m. Monday.
When police arrived, they found a 21-year-old woman, who had been shot in the chest inside the home.
She was taken to a hospital in critical condition.
Police know who the suspect is and are looking for him.
His name has not been released.