Authorities say officers were on routine patrol near the Sumner Houses in Bedford Stuyvesant, where they saw people shooting at each other around 9:30 p.m.
Police also fired their guns, but there were no reports of anyone being hit by bullets.
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Officials say two officers were taken to the hospital.
One person was taken into custody.
Police may also be pursuing another suspect, who is believed to be hiding inside a housing project building.
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