Supplements are currently scarce. The current big ones are the Bestiary (which is pretty much essential unless you want to draw all monsters off the PRD), their campaign setting (if you have any interest in campaign settings), and... I think that's all for now. The Advanced Player's Guide is a work in progress, and you can download the beta classes from Paizo's site.