How do ranged weapons work in re-enactment?

I viewed a few clips on re-enactment of the Civil War/American Revolution. Smoke/flame would actually emit from the firearm's muzzle. How exactly does this work? Do they simply use the flintlock system without a bullet? Also, where do they find these weapons?