Stevia plant, or sweet leaf, is an alternative to sugar that you can grow in your own garden. In this post weâ??ll cover a little background info on stevia, growing it from seed or starts, harvesting and using the leaves and making stevia extracts.It has been used as a sweetener for hundreds of years. Traditionally, it was used to sweeten teas, and for its medicinal properties.