You can cut slices thin enough for potato chips if your knife is sharp enough. Cut one edge off the potato to create a flat base, and then carefully slice along the shorter side of the potato.
Potato chips in Thailand can be served on a stick if you're buying from street vendors. The peeled potato is skewered onto a stick and cut into a spiral, which gives it an accordion look.