A video taken by local man Craig Wilson shows smoke billowing from a building on Strathkinness Low Road in St Andrews on Wednesday morning.
A spokesperson from the Scottish Fire and Rescue Service (SFRS) confirmed that four fire appliances were sent to the incident shortly after 8am.
A Police Scotland spokesperson said officers are on the scene assisting the SFRS.
No injuries have been reported.
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