The shooting occurred just before 1:00 p.m. Wednesday at the intersection of East Allegheny Avenue and E Street.
Arriving officers found a female shot in the thigh. She was transported to Temple University Hospital in critical condition.
A 15-year-old boy was found shot in the ankle and is in stable condition at St Christopher's Hospital for Children.
No arrests have been made.