You want the rice to submerged in some liquid, yes?
Do you want the liquid to be colorless, or the color of the rice?
And why do you want it to be harmless? Most paints are considered harmless as long as you don't try to eat them, the same will hold for dyes that can be used.
I have no idea what the answer can be, but at the moment your question is too vauge.