At that point, Argo says he ran inside.
The Georgia Bureau of Investigation says two Braselton police officers were at the Kroger shopping center at Highway 78 and Rosebud Road because they were trying to track down a kidnapping suspect.
Police say they spotted his car in the parking lot.
"Once they made contact with the suspect, the individual attempted to flee. The officers tackled the suspect, and that male suspect ended up pulling out a knife," said GBI spokeswoman Nelly Miles.
That's when the GBI says an officer opened fire on the man.
Reynell Barnes said she was with her two children when the situation unfolded.
"They just yanked him out of the car, and it was a tussle. Like, they had a back-and-forth between each other, then they got him down to the ground," Barnes said.
She said the suspect was fighting the officers.
"You could see him. His hands were up, and he was going back at him, trying to resist, and they got him down," Barnes said.
"The officer shot him by the shoulder blade," said Daniel Hernandez, who shot more cellphone video of the incident from his car. "As I was walking past the scene, I did see two knives on the floor."
The GBI has taken over the investigation. So far, it has not released the name of the man who was killed, but did say he is from Florida.