All from your inventory, yes.
Well, not exactly all. Lapis, potions and the various junk items (aka. non-gears) doesn't seem to drop ever, and if they do, at a rate that is absolutely nothing to worry about.
Only put in it the AP items and gears you have and don't use at the time.