We use a product called WineSkin. This is just one brand; there are several out there. They are available online and sometimes at large wine retailers (maybe even small shops). We like these because they seal very tightly.
They are also good for olive oil, honey, jams, lotions -- anything else you don't want sloshing around in the bottom of your suitcase.