Back to basics

oui = yes (pronounced wee)
non = no
peut-être = maybe (literally could be, pronounced puh't-aytr)

An example, in the spirit of this week-end's presidential wedding:
Sarkozy et Bruni ont dit "oui" = Sarkozy and Bruni said "yes"