Ironically I have a bunch of these caps too. Basically the author uses the caps to provide the “voltage”. Little terrifying on the build since there is the possible to overcharge and blow the caps with this setup.
http://www.instructables.com/id/Homemade-Spot-Welding-Machine-DIY/