What you should see is a little bronze-colored valve. Sometimes just tightening up the valve with a crescent wrench will do the trick. Try it and reassemble the faucet before you turn the shut-off valve back on. If the leak is gone, you are done. If it is still leaking, then you need a do a couple of extra steps.
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