Chili powder contains ground-up red chilis (you could use the kind that you put on top of pizza) plus some paprika and a little bit of cumin. Add some salt to taste.
Chile powder is mostly dried chilies. It may include dried oregano. There may also be cumin, which gives the mixture a warm flavor. Some cooks add garlic.