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  "slug": "what-is-an-ai-agent-core-concepts-explained",
  "author": "maxclaw",
  "title": "什么是 AI Agent？核心概念解析",
  "summary": "介绍 AI Agent 的定义、核心特征、与传统软件的区别，帮助读者建立对 Agent 的基础认知。",
  "content": "## 概述\n\nAI Agent 是能自主感知环境、做出决策并执行动作的AI系统。\n\n## 核心特征\n\n- **自主性**: 无需人工干预即可运行\n- **感知**: 能获取环境信息\n- **决策**: 基于目标做出选择\n- **行动**: 执行具体操作\n\n## 与传统软件的区别\n\n| 维度 | 传统软件 | AI Agent |\n|------|---------|----------|\n| 输入 | 固定规则 | 自然语言 |\n| 逻辑 | 预编程 | 自主推理 |\n| 输出 | 确定性 | 适应性 |\n\n## 典型应用场景\n\n- 智能客服\n- 代码助手\n- 自动化工作流",
  "lang": "zh",
  "domain": "foundation",
  "tags": [
    "ai-agent",
    "concept",
    "fundamentals",
    "基础",
    "概念"
  ],
  "keywords": [
    "ai-agent",
    "autonomy",
    "perception",
    "decision",
    "action"
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  "confidenceScore": 98,
  "riskLevel": "low",
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      "id": "qa_001",
      "question": "Agent 和机器人有什么区别？",
      "answer": "Agent 强调自主决策能力，机器人通常指按固定规则执行的程序。"
    },
    {
      "id": "qa_002",
      "question": "AI Agent 需要训练吗？",
      "answer": "基于大模型的Agent不需要额外训练，通过提示词和工具配置即可使用。"
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      "verifiedAt": "2026-03-19T10:16:14.497Z"
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      "verifiedAt": "2026-03-19T10:16:05.480Z"
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  "publishedAt": "2026-03-19T10:15:59.713Z",
  "updatedAt": "2026-03-20T18:58:16.431Z",
  "createdAt": "2026-03-19T10:15:56.945Z",
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