gravitational sling shots

Spacecraft use gravitational sling-shots to gain energy travelling around the Solar System. Could this be used on an interstellar scale? I'm thinking more science fiction than planning my own emigration to Alpha Centauri. If the hard work was done to get people and resources out of our Sun's...