It happened just before 4 a.m. on the 300 block of Jefferson Street.
Medics pronounced one person dead at the scene and transported a second person to the hospital.
The second victim's condition is not known at this time.
Police have not released a motive or announced any arrests.
Anyone with information is asked to contact the police.