Palm Beach authorities said that the woman, described as being in her early 20s, held her phone to her ear while she passed the bank teller a note asking for money.
Police also described the suspect as 5-foot-4 to 5-foot-6 tall. She fled the bank on foot.
Anyone with information has been asked to call Crime Stoppers at 1-800-458-TIPS.
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