It happened shortly after 7 p.m. Monday near 104th Street and Columbus Avenue.
A 16-year-old was shot in the arm, and an 18-year-old was shot in the abdomen.
Both victims were taken to St. Luke's in stable condition.
Police say there was no dispute prior to the shooting.
The suspect, who was wearing all black, fled on Columbus Avenue.
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