Augment means to increase in size, degree, or effect.
- Some people augment their income with Internet businesses.
Supplement, as a verb, means to add something or make up for a deficiency.
- The doctor told Laura to supplement her diet with vitamins.
Supplement, as a noun, means something added.
- The new part-time job was a supplement to her full-time job.