I second the idea of hitting up a nursery. It can be cheaper too for many things. For example, I could buy dried rosemary at the super for 200 yen, or get a live plant for the same price that has more leaves on it and is fresh.
Coriander you can buy seed for, but seeds are usually overpriced...