I finally found the solution in case anybody is interested.
$(document).ready(function(){
$.each($(".gallery"), function(i, val) {
var queryString = ".gallery:nth(" + i + ") a[rel^='prettyPhoto']";
$(queryString).prettyPhoto({animation_speed:'normal',theme:'light_square', social_tools: false});
});
});