graduate school - What is the basic structure of American higher education?

When I go to university for four years and study, e.g., law or medicine, do I earn an undergraduate degree? And do I have to go to university for another two years or so to get a graduate degree? Also, is it the same university then, or do I have to go somewhere else? And do you have to get a graduate degree? I’m really confused by the American academic system.