Yes, @osm0sis is right, you should see the nearby villages as well.
But Beaune itself is very beautiful, you should visit the Saturday market, it's amazing. For instance, I say a market stall with only truffles! and don't forget to visit the Hospices de Beaune, the old hospital, now a museum.