If someone is asking you for a ride — or any favor, for that matter — honesty is the best policy. Simply tell the person that you can't. When you decline, they will continue looking elsewhere. They have moved on.
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You accept graciously and with thanks. Then try to return the favor someday—not necessarily as giving them a ride, but some other kind of favor. Doing each other favors is what cements relationships.