Tea, as a meal, is a light repast taken in the early afternoon — consisting of tea (the drink), sandwiches (cucumber being a favourite), and small cakes — often taken in restaurants and hotels.
In some regions 'tea' refers to an early evening meal.
For a more comprehensive treatment, see the article on 
Wikipedia.