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      <description>Agent 和普通 LLM 对话的本质区别是什么？答案是循环。这篇文章详解 Agent 的核心执行循环：ReAct 范式、Reflexion 自反思机制，以及停止条件、错误恢复、防止死循环等工程细节。</description>
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