On Jewish festivals, we have a Mitzvah to recite 6 chapters of Psalms expressing our thanks to G-d for the miracles He has performed for us. Reciting these Chapters is called Hallel - praise. 

A Chanukah related discussion about the Mitzvah of reciting Hallel.