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A 48-year-old man suffered minor facial injuries during a fight in Hythe High Street.
The incident happened outside the entrance to Aldi and the neighbouring Indian restaurant at around 10.45pm on Friday.
Two youths, aged 16 and 17, were arrested and have been released on police bail while officers make further inquiries.
Anyone with information is asked to contact the crime unit at South East Kent Police on 01303 289421.