Around 11 a.m., Durham police said they received a call about the shooting in the 800 block of North Mangum Street.
One person was injured in the shooting. Their condition is unknown at this time.
Authorities are reportedly searching for two African American men wearing grey hoodies, black jeans and white shoes.
Further details about the incident have not been released.