It happened Wednesday afternoon near Highways 180 and 145.
The Fresno County Sheriff's Office says they are looking for two men and one woman.
One of the men was armed with a machete and the other man had a sawed-off shotgun.
The store owner says everyone at the store during the robbery is okay.
Authorities say the group got away in a white pickup truck with cash and jewelry.