According to Raleigh police, officers responded to reports of a bank robbery at Truist Bank on Oberlin Road just after 11:45 a.m.
Police said a man went into the bank and handed an employee a note demanding money, then left with an undisclosed amount of cash.
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He then left the area in a vehicle.
28-year-old Nicholas Paul McLeod was later taken into custody by the North Carolina State Highway Patrol. He has been charged with robbery with a dangerous weapon.
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Anyone who believes they may have information that might assist the investigation is asked to call the Raleigh Police Department at 919-996-3335 or visit Crimestoppers at www.raleighcrimestoppers.org and click "Leave a Tip" on the top right of the page.