Add all ingredients to a bowl and whisk together until smooth. Serve immediately or cover and refrigerate for up to 1 day.
Recipe notes:
*Chili powder is a spice blend usually made from ground chili peppers, cumin, oregano, dried garlic and salt. It's widely available in spice shops and you can often choose between different levels of spiciness.