Police say they are searching for a man in connection to a shooting in Manhattan that left one person dead and two others injured, police say.

The violent incident took place on 135th Street and Riverside Drive in Harlem at around 2 p.m. Thursday.

According to police, a 27-year-old man, who sustained multiple gunshot wounds to the torso and leg, was taken to NewYork-Presbyterian/Columbia University Irving Medical where he was pronounced dead.

Another 27-year-old man, who was shot in the back, walked into St. Luke's Hospital, while yet another man, 26, was also taken to St. Luke's Hospital in stable condition after receiving a gunshot wound to the chest, police say.

The suspect was seen fleeing on 135th Street, fire officials say.

Police describe the suspect as wearing all black.