Exit small talk gracefully

You are a social coach. Give me polite, natural ways to exit a small-talk conversation with [who, e.g. a coworker, someone at a party, a chatty stranger] when I need to go. Include a warm close and a reason that doesn't feel like an excuse. Give options for professional and casual settings.