What is a deep narrow valley with steep sides that sometimes has a stream or river flowing through it?

A long, narrow valley between high cliffs is a canyon. Canyons within mountains, or gorges that have an opening on only one side are called box canyons. Slot canyons are very narrow canyons, often with smooth walls.