The Thing in the Attic. James Blish

A small group of intellectuals from a primitive culture of modified monkey-like humans are banished from the treetops for heresy. In their exile on the ground they have to adapt to vastly different circumstances, fight monsters resembling dinosaurs, and finally happen upon the godly giants, whose existence they had questioned.