HCSO said that deputies responded to the 600 block of Harding Street at around 5:29 p.m. on Saturday.
Authorities said that the 24-year-old woman was sitting on a nearby chair when she was struck by the bullet.
Deputies said that the 25-year-old man suffered a wound to his finger, and the woman was taken to a hospital, where she was pronounced dead.
An investigation is still ongoing.