Fennel seeds are small, oval-shaped seeds with a sweet, slightly licorice-like flavor. They come from the fennel plant (Foeniculum vulgare) and are commonly used as a spice in cooking. Fennel seeds can be used whole or ground and are often added to dishes like curries, stews, and baked goods.