Police have released CCTV images of two individuals they are trying to trace and have warned the public not to approach them.
Police Scotland named the men as Craig Munro aged 30 and Allan Robertson aged 26.
One of the captured images appears to have been taken at the same location where missing mother-of-two Farrah Fadli was seen earlier this month.
Craig Munro pictured left and missing mother-of-two Farrah Fadli
Police Scotland said they were unable to confirm if the investigations were linked and that for legal reasons they were also unable to say why the two men were being sought.
Ms Fadli, 29, also known as Farrah Gillespie, has been missing from her home in Ayr since Wednesday, October 12.
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She initially disappeared with her children but later dropped them off at a friend's house in Irvine on Friday, October 14, and has not been seen since.
Ms Fadli is described as 5ft 4ins, slim and with dyed blonde hair. It is not known what clothes she was wearing at the time she disappeared.
She has not gone missing before and officers have said previously it is extremely unusual for her to leave her children for such a long period of time and not be in touch with her family and friends.
Anyone with information can contact police on 101 or alternatively via Crimestoppers on 0800 555 111, where information can be given anonymously.
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