Authorities say it began with a fight that broke out at 8:25 p.m. in a delicatessen at Pitkin and Montauk avenues in East New York.
The fight spilled out into the streets, and gunfire erupted.
Two people who were in the Trini International Barbershop a few doors down the block were struck.
A 32-year-old man was shot in the left arm, while a 25-year-old woman was struck in the back.
Both victims were rushed to Brookdale Hospital with what are believed to be non-life threatening injuries.
Investigators are now working to find the shooter or shooters.
Police say a suspect described as a light-skinned Hispanic male with short hair fled the scene on foot, running south on Montauk Avenue.
He was wearing a dark hoodie and Adidas track pants.
Anyone with information about the suspect or the case is asked to contact police.
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