Projectiles would probably be a combination of boron and epoxy, with the propellant ignited by piezoelectrics.
Although such a weapon could possibly be reloaded, firing projectiles from the already-used launchercould overstress the ceramic body, causing it to explode. (Much like making a shell of clay around an air bubble, and attempting to bake it in a kiln.)