Fennel is well known to cooks, all parts of the plant are edible. The fresh stems of fennel can be eaten much like celery, and the seeds add a lovely anise flavor to fish and other dishes. Fennel seeds are most often taken as a tea, the essential oil is used in massage oils and diffusers.