The accident was reported around 11:30 a.m. at the intersection of Ogontz and Nedro avenues.
According to investigators, five cars were involved as well as a pedestrian.
That pedestrian, a 19-year-old man, was one of the people taken to the hospital.
The other victim was a woman in her 30s.
The injuries were not life-threatening.