The victims are a woman and two men.
The shooting happened at 9 p.m. near the intersection of Attorney Street.
None of the injuries appear to be life threatening.
One victim was shot in the shoulder, one in the chest and the last in the stomach.
Police are looking for at least one man who fled the scene.