Function .live() is deprecated now.
Looks like code like this works:
var options = {
source: ["ActionScript", "AppleScript"],
minLength: 2
};
var selector="input.searchInput";
$(document).on('keydown.autocomplete', selector, function() {
$(this).autocomplete(options);
});