It happened around 5:45 p.m. near the intersection of Frankford Avenue and Clearfield Street.
Officials said at least one victim was transported to the hospital by police.
There is no word on the condition of the second victim.
Police said no arrests have been made.
There is no word on a motive at this time.
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