Even though Peter Jackson's LOTR trilogy is a near perfect adaptation, he did take some liberties one of which is the addition of Arwen's Evenstar.

Gandalf had a mysterious chat with Tom Bombadil toward the end of J.R.R. Tolkien's The Lord of the Rings, without confirming what it was about.