Traveling by bus from Arequipa to Puno mid-August. Previously, stopped one night in Chivay but wonder if there is a small pretty town on the direct journey from Arequipa to Puno. Would like to explore and adjust to altitude. Any suggestions? We loved Chivay. Got the best hot chocolate in the world there.