Another great option for a rainy afternoon in Florence is to explore the Palazzo Pitti. This grand palace is home to several museums and galleries, including the Palatine Gallery, the Royal Apartments, and the Gallery of Modern Art. Wander through the opulent rooms, marvel at the exquisite art collections, and learn about the lives of the Medici family who once resided here.