This document provides dietary supplement compositions as well as methods for using dietary supplement compositions to control glucose levels. For example, a dietary supplement composition including chromium (e.g., Chromium Oligofructose Complex), a sweet potato extract, and one or more of a mulberry extract, a green tea extract, a cinnamon extract, or a ginseng extract (e.g., Korean Red Ginseng extract) are provided.