Cara Lewis-Rimes was last seen in the Park Lane area at around 3.50am on Friday 19 July 2024.
Cara is described as white and around five feet and eight inches tall. She is of a slim build, with black hair, and was last seen wearing black trousers, a brown jumper, grey coat, and white trainers.
It is believed Cara may be accompanied by another woman with blonde hair wearing a grey jumper and black leggings.
Officers are growing concerned for her welfare.
Anyone with information is urged to call Kent Police on 999, quoting reference 19-0139.
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