Tahini is made from sesame seeds, pressed into a paste. The closest resemblance to North American food would be peanut butter.
Tahini is used in Egyptian and other Middle Eastern dishes.
It is a major ingredient in many dips, such as Baba Ghanoug, as well as sweets like Halva/Halawa.