Ocimum basilicum. Licorice basil, also known as Anise basil, is part of the Thai basil family. It is named for its strong but pleasant flavor. The leaves grow to a bright green with purple accents, and the flowers are also edible! Try this herb in Indian and Mediterranean cuisine.