Florentines are traditional cookies that are especially popular in Europe, and although not much is known about their origin, the cookies were most likely invented in France in the late 17th century. They are made with a combination of nuts (most commonly almonds and hazelnuts), sugar, candied cherries, honey, and butter, while chocolate is often used as a coating on the bottom.