Because of a natural rhythm in our body's systems, it is common to feel a little tired in the mid- to late afternoon.
Best thing to do is to be physically active during this time. If you work at a desk, get up, run errands, visit with co-workers, make deliveries. This physical activity will help you from feeling so tired and there are no chemicals involved. Best of both worlds.