Stevia glycosides are extracted by soaking the dried leaves of Stevia rebaudiana in water, filtering, separating the liquid from the leaves and stems, and further purifying them with water or food grade alcohol - a completely traditional plant extraction method. Thus, a pure natural and extremely sweet sweetener stevioside, which will not affect the blood glucose level, is obtained.