kitchenaid refrigerator

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My water dispenser was dispenser was dispensing water, but when I replaced filter, it would not dispense water. I removed the new filter and installed old filter and once again no water dispensed. I left filter out and it dispenses water as usual. What is the problem? Has anyone had same this experience? If so did you determine the problem and were you able to fix it or did a appliance person do it.