Instead of an order book, an AMM holds two assets in a pool and uses a simple formula to quote a price for any trade. Buy one side and you raise its price along the curve.
It is an elegant machine that never sleeps, but it has a cost for the people who supply the pool: impermanent loss. The deeper the pool, the gentler the curve and the smaller the slippage.