If the weather's not playing nicely, why not spend the day at Museo del Litoral Boliviano? You'll be surprised just how many interesting facts you can discover about the past here.
To explore this collection of historical artifacts, make tracks to Downtown La Paz. There are loads of other things to see in this area, such as La Paz Metropolitan Cathedral, Hernando Siles Stadium, and Plaza Murillo.