It happened just after 11:30 a.m. at the location on Madison Avenue and 62nd Street on the Upper East Side.
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Police say the pair entered the store wearing dark hoodies and fled the scene with 12 handbags worth an estimated $26,000.
They fled northbound on Madison Avenue in a blue Jeep with Pennsylvania plates.
No injuries were reported.
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It is unknown how many people were in the store at the time of the robbery.
Anyone with information in regard to this incident is asked to call the NYPD's Crime Stoppers Hotline at 1-800-577-TIPS (8477)
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