You have a good sum-up in Wikipedia: http://en.wikipedia.org/wiki/EEA_family_permit
Just remember that you should be married first to request one (and not be a UK citizen but a E.U country citizen) and the marriage previouly validated at the Embassy of your citizenship in the country where the marriage was done (so that it's recorded in your citizenship country database).
