Deputy Cody Colangelo, 22, eventually located the driver of the car, identified as Leigha Michelle Day, 21, walking along the shoreline down an embankment near the crash scene.
"He (Colangelo) did such a phenomenal job. He was so nice and compassionate with her," Chief Deputy Brian Hester said at a news conference Thursday. "Hey, we're gonna help you. Come on, let's get you back up here. You don't have to be afraid."
Suddenly, without warning, Day turned and stabbed Colangelo in the neck with a knife, nicking his carotid artery, officials say.
Day ran off and Colangelo fired one shot at her, but missed.
Despite being stabbed and suffering a severe injury, Colangelo chased after Day while applying pressure to his wound, authorities said.