The Dragon's Eye is a component added by Roots. It has a 1/10 chance of being dropped from a Chorus Flower. It also can be eaten and used to create Ender Pearls. Eating the Dragon's Eye will cause the player to teleport somewhere random, between 1 and 32 blocks away.
Runic Tablet entry