Refund of non opened items

Last evening I purchased magic keyboard for my iPad Pro 12.9 Unicorn Store (Premium Apple Store at Oberoi Mall, Goregaon, Mumbai). However while looking at the review of the product I changed my mind and now I want to return the keyboard and wanted to get my refund, is it possible?