Eat Pray Love is based on Elizabeth Gilbert s memoir Eat Pray Love One Woman s Search for Everything Across Italy India and Indonesia published in February of 2006 Julia Roberts In Eat Pray Love The movie both written and directed by Ryan Murphy stars Julia Roberts Richard Jenkins Javier Bardem Viola Davis and Billy Crudup