Officers said the incident happened after the business opened at 10 a.m.
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Reports show an armed man walked into the business with his face covered and demanded money.
Police said he then fled the scene with an undisclosed amount of cash.
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K9 units were called in to search the surrounding area; Vance Elementary School was on lockdown as a precaution.
The suspect is described as a black male, wearing a gray hat, red bandana, and black jacket.
Editor's note: This article now reflects the correct image of the suspect in question.