It happened in a home near North Orianna and Master Streets just before 2 a.m. Saturday morning.
The 19-year-old woman was shot in the thigh and is in the hospital stable stable condition.
Police say the shooting happened during an argument between the couple.
Police are searching for the boyfriend, who fled from the scene.