increase; add to
During my bachelor's program I did a great deal of reading on my own to augment the knowledge I was gaining in my classes.
augere (to increase, make big, enlarge, enrich) (Latin)
augment, bolster, buttress, enhance, hone
you can remember it as opposite of segment. segment means to make less. augment to add