Chili peppers are easy to dry. The best way to start is by picking them when they are ripe. You can either dry them by leaving them by using a dehydrator or an oven. Since not everyone has a dehydrator, it may be easier to use an oven. Bake them on low for approximately two hours, while also periodically rotating them.