where did the elves go in lotr

The elves in "The Lord of the Rings" are a race of beings that possess supernatural abilities, including magic. They are known for their graceful appearance and longevity, often living for thousands of years. The elves in the series play a crucial role, as they are responsible for protecting Middle-earth from various threats, including the evil forces of Sauron.