Make a Joule Thieft without a Ferrite

Instead the author uses a bit of a drill.  All you really need is to build a circuit that oscillates to get the voltage up.

http://www.instructables.com/id/Make-A-Joule-Thief-Coil-Without-A-Ferrite-Toroid/