No, wash your face and eyelids. Get some artificial tears (lubricants) and use every 30 minutes for about 2 hours. If your eye feels fine that is all you need to do. If the eye is very irritated, you can buy eye wash/eye irrigation fluid and put directly on eye to wash out any residual oil.