It happened at 12:30 a.m. Monday inside a home in the 2900 block of Turner Street.
Officers arrived to find a 22-year-old man shot in the thigh and hand.
The victim was taken to an area hospital in stable condition.
Witnesses told police they saw two people fleeing toward Oxford Street after the shooting.
Investigators were working to determine what led to the gunfire.