Capillaries are the smallest blood vessels in the body, which connect arterioles and venules, facilitating the exchange of water, oxygen, carbon dioxide, and many other nutrients and waste substances between blood and tissues. Their walls are thin enough to allow for these exchanges through processes like diffusion.