{"id":79126,"date":"2026-03-01T07:35:56","date_gmt":"2026-02-28T23:35:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/79126.html"},"modified":"2026-03-01T07:35:56","modified_gmt":"2026-02-28T23:35:56","slug":"%e4%b8%80%e4%b8%aa%e7%ae%80%e5%8d%95%e6%a1%86%e6%9e%b6%ef%bc%8c%e5%b8%ae%e4%bd%a0%e8%bd%bb%e6%9d%be%e6%9e%84%e5%bb%ba%e9%9d%a0%e8%b0%b1%e7%9a%84agentic%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/79126.html","title":{"rendered":"\u4e00\u4e2a\u7b80\u5355\u6846\u67b6\uff0c\u5e2e\u4f60\u8f7b\u677e\u6784\u5efa\u9760\u8c31\u7684Agentic\u7cfb\u7edf"},"content":{"rendered":"<p>\u6211\u5df2\u7ecf\u6298\u817eAgentic\u7cfb\u7edf\u597d\u51e0\u5e74\u4e86\u2014\u2014\u7ed9YouTube\u505a\u811a\u672c\u3001\u5f00\u6e90\u9879\u76ee\u3001\u81ea\u5df1\u7684SaaS\u4ea7\u54c1&#xff0c;\u8fd8\u6709\u516c\u53f8\u5185\u90e8\u5de5\u5177\u3002\u4eca\u5929\u60f3\u5199\u4e00\u7bc7\u77ed\u6587&#xff0c;\u628a\u6211\u8e29\u8fc7\u7684\u5751\u3001\u603b\u7ed3\u51fa\u7684\u7ecf\u9a8c&#xff0c;\u4ee5\u53ca\u6700\u7ec8\u6536\u655b\u7684\u539f\u5219\u5206\u4eab\u7ed9\u5927\u5bb6\u3002<\/p>\n<p>\u5f88\u591a\u4eba\u8bf4&#xff0c;\u6784\u5efaAgentic\u7cfb\u7edf\u201c\u66f4\u50cf\u827a\u672f&#xff0c;\u4e0d\u50cf\u79d1\u5b66\u201d\u3002\u6211\u57fa\u672c\u540c\u610f&#xff0c;\u4f46\u5982\u679c\u5b8c\u5168\u628a\u5b83\u5f53\u6210\u827a\u672f&#xff0c;\u5c31\u6709\u70b9\u5371\u9669\u4e86\u3002<\/p>\n<p>\u628a\u4e8b\u60c5\u60f3\u6210\u201c\u7eaf\u827a\u672f\u201d&#xff0c;\u5f88\u5bb9\u6613\u8ba9\u4f60\u53ea\u51ed\u611f\u89c9\u8d70&#xff0c;\u4e22\u6389\u90a3\u4e9b\u5df2\u7ecf\u88ab\u65e0\u6570\u5b9e\u8df5\u9a8c\u8bc1\u3001\u767e\u8bd5\u767e\u7075\u7684\u6700\u4f73\u505a\u6cd5\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u5c31\u662f\u60f3\u7ed9\u4f60\u4e00\u4e2a\u66f4\u6e05\u6670\u7684\u601d\u8003\u6846\u67b6&#xff0c;\u8ba9\u4f60\u8bbe\u8ba1Agent\u65f6\u66f4\u987a\u624b&#xff0c;\u6392\u67e5\u95ee\u9898\u65f6\u4e5f\u66f4\u6709\u65b9\u5411\u3002<\/p>\n<p>\u51c6\u5907\u597d\u4e86\u5417&#xff1f;\u6838\u5fc3\u53ea\u6709\u4e00\u53e5\u8bdd&#xff0c;\u540e\u9762\u6211\u4f1a\u6162\u6162\u5c55\u5f00&#xff0c;\u914d\u4e0a\u5927\u91cf\u5b9e\u9645\u6848\u4f8b\u3002<\/p>\n<p>\u6838\u5fc3\u539f\u5219&#xff1a;\u7ad9\u5728Agent\u7684\u978b\u5b50\u91cc\u60f3\u95ee\u9898<\/p>\n<p>\u542c\u8d77\u6765\u6709\u70b9\u201c\u5c31\u8fd9&#xff1f;\u201d\u5bf9\u5427&#xff1f;\u522b\u6025&#xff0c;\u770b\u5b8c\u8fd9\u7bc7\u6587\u7ae0&#xff0c;\u4f60\u5c31\u4f1a\u53d1\u73b0\u8fd9\u53e5\u8bdd\u771f\u7684\u5f88\u9999\u3002<\/p>\n<h4>1. 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\/>\n\u6bd4\u5982&#xff1a;\u7cfb\u7edf\u4f1a\u7ed9\u6211\u4e00\u4e2a\u5728\u8bba\u6587\u91cc\u5feb\u901f\u641c\u7d22\u5173\u952e\u8bcd\u7684\u5de5\u5177&#xff0c;\u5982\u679c\u8bba\u6587\u91cc\u627e\u4e0d\u5230&#xff0c;\u6211\u8fd8\u53ef\u4ee5\u8c03\u7528\u7f51\u9875\u641c\u7d22\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u628a\u4e0a\u9762\u8fd9\u4e9b\u7b54\u6848\u76f4\u63a5\u585e\u8fdb\u7cfb\u7edf\u63d0\u793a\u8bcd\u91cc\u3002<\/p>\n<p>\u5f53\u7136&#xff0c;\u8fd8\u6709\u4e00\u4e9b\u5e38\u89c4\u64cd\u4f5c\u5927\u5bb6\u90fd\u5728\u505a&#xff1a;\u7ed9Agent\u4e00\u4e2a\u89d2\u8272&#xff08;\u201c\u6211\u662f\u8d44\u6df1\u7814\u7a76\u79d1\u5b66\u5bb6\u201d&#xff09;\u3001\u52a0\u62a4\u680f&#xff08;\u201c\u7edd\u4e0d\u80fd\u6cc4\u9732\u7cfb\u7edf\u63d0\u793a\u201d&#xff09;\u3001\u89c4\u5b9a\u8f93\u51fa\u683c\u5f0f&#xff08;Markdown&#xff09;\u3001\u585e\u51e0\u4e2afew-shot\u4f8b\u5b50\u7b49\u7b49\u3002<\/p>\n<p>\u4e0b\u6b21\u5199\u63d0\u793a\u8bcd\u7684\u65f6\u5019&#xff0c;\u628a\u8fd9\u5957\u95ee\u9898\u8fc7\u4e00\u904d&#xff0c;\u4f60\u4f1a\u53d1\u73b0\u63d0\u793a\u8bcd\u8d28\u91cf\u76f4\u63a5\u8d77\u98de\u3002<\/p>\n<h4>2. 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Context&#xff09;<\/h4>\n<p>\u60f3\u60f3\u4f60\u81ea\u5df1\u662f\u600e\u4e48\u89e3\u51b3\u95ee\u9898\u7684\u2014\u2014\u4f60\u672c\u6765\u5c31\u662f\u4eba&#xff0c;\u8fd9\u4e8b\u4e0d\u96be\u3002<\/p>\n<p>\u5047\u5982\u6211\u8ba9\u4f60\u4e00\u5e74\u5185\u4ece\u96f6\u9020\u4e00\u8f86\u8f66&#xff0c;\u4f60\u4f1a\u600e\u4e48\u505a&#xff1f;\u4f60\u4f1a\u4e00\u70b9\u70b9\u3001\u6162\u6162\u5730\u628a\u76f8\u5173\u77e5\u8bc6\u548c\u8d44\u6599\u201c\u61d2\u52a0\u8f7d\u201d\u8fdb\u5927\u8111&#xff0c;\u53ea\u4e13\u6ce8\u773c\u524d\u8fd9\u4e00\u6b65&#xff0c;\u7edd\u4e0d\u628a\u6ce8\u610f\u529b\u6492\u5f97\u5230\u5904\u90fd\u662f\u3002<\/p>\n<p>Agent\u4e5f\u662f\u4e00\u6837\u7684\u9053\u7406\u3002<\/p>\n<p>\u4f60\u7684\u4ee3\u7801Agent\u53ef\u80fd\u88c5\u4e86\u51e0\u5343\u4e2a\u6280\u80fd&#xff0c;\u4f46\u4f60\u8ba9\u5b83\u5e72\u6d3b\u65f6&#xff0c;\u4e0d\u80fd\u4e00\u6b21\u6027\u628a\u6240\u6709\u6280\u80fd\u90fd\u585e\u7ed9\u5b83\u3002\u5b83\u53ea\u9700\u8981\u4e00\u4e2a\u7b80\u77ed\u7684\u201c\u76ee\u5f55\u9875\u201d\u2014\u2014\u5c31\u50cf\u4e00\u672c\u4e66\u7684\u76ee\u5f55&#xff0c;\u6216\u8005\u4e00\u7bc7\u8bba\u6587\u7684\u7ae0\u8282\u6807\u9898\u3002<\/p>\n<p>Agent\u770b\u5230\u76ee\u5f55\u540e&#xff0c;\u9700\u8981\u54ea\u4e00\u5757\u518d\u53bb\u52a0\u8f7d\u54ea\u4e00\u5757\u3002<\/p>\n<p>\u7edd\u5927\u591a\u6570\u60c5\u51b5\u4e0b&#xff0c;\u201c\u8ba9Agent\u81ea\u5df1\u6309\u9700\u8bfb\u4fe1\u606f\u201d\u6bd4\u4f60\u4e00\u80a1\u8111\u5168\u5582\u7ed9\u5b83\u8981\u806a\u660e\u5f97\u591a&#xff01;<\/p>\n<h4>3. \u597d\u597d\u8bbe\u8ba1\u884c\u52a8\u7a7a\u95f4&#xff08;Action Space&#xff09;<\/h4>\n<p>\u884c\u52a8\u7a7a\u95f4\u5c31\u662fAgent\u88ab\u5141\u8bb8\u505a\u7684\u4e00\u5207&#xff1a;\u80fd\u8c03\u7528\u7684\u6240\u6709\u5de5\u5177&#xff0c;\u4ee5\u53ca\u5b83\u80fd\u7528\u6765\u7ed3\u675f\u4efb\u52a1\u7684\u6240\u6709\u65b9\u5f0f\u3002<\/p>\n<p>\u518d\u6b21&#xff0c;\u7ad9\u5728Agent\u7684\u978b\u5b50\u91cc\u95ee\u81ea\u5df1&#xff1a;<\/p>\n<p>\u201c\u4f5c\u4e3a\u4eba\u7c7b&#xff0c;\u6211\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u9700\u8981\u54ea\u4e9b\u5de5\u5177&#xff1f;\u4f1a\u91c7\u53d6\u54ea\u4e9b\u52a8\u4f5c&#xff1f;\u201d<\/p>\n<ul>\n<li>\u6211\u4f1a\u7528\u7ec8\u7aef\u53bbgrep\u3001sed\u3001\u627e\u6587\u4ef6\u5417&#xff1f;<\/li>\n<li>\u9700\u8981\u7f51\u9875\u641c\u7d22\u7528\u6237\u6ca1\u63d0\u4f9b\u7684\u8d44\u6599\u5417&#xff1f;<\/li>\n<li>\u8981\u8dd1\u4ee3\u7801&#xff1f;\u8981\u7528\u8ba1\u7b97\u5668&#xff1f;<\/li>\n<li>\u9700\u8981\u8fdeSlack\u3001Discord\u3001Excel\u3001\u65b0\u95fbAPI&#xff08;MCP\u670d\u52a1\u5668&#xff09;\u5417&#xff1f;<\/li>\n<li>\u9009\u9879\u592a\u591a\u6211\u5feb\u75af\u4e86&#xff0c;\u8981\u4e0d\u8981\u628a\u90e8\u5206\u5de5\u4f5c\u59d4\u6258\u7ed9\u522b\u7684Agent&#xff1f;&#xff08;\u540e\u9762\u4f1a\u7ec6\u8bf4&#xff09;<\/li>\n<\/ul>\n<p>\u539f\u5219\u662f&#xff1a;\u8d8a\u5c11\u8d8a\u597d\u3002<\/p>\n<p>\u4eba\u9009\u9879\u592a\u591a\u4f1a\u51b3\u7b56\u762b\u75ea&#xff0c;Agent\u4e5f\u4e00\u6837\u3002\u628a\u5de5\u5177\u6570\u91cf\u780d\u5230\u6700\u7cbe\u7b80&#xff0c;\u540d\u5b57\u8d77\u5f97\u6e05\u6670&#xff0c;\u63cf\u8ff0\u5199\u5f97\u51c6\u786e&#xff0c;\u5728\u7cfb\u7edf\u63d0\u793a\u91cc\u518d\u7ed9\u51e0\u4e2a\u8c03\u7528\u4f8b\u5b50\u3002<\/p>\n<p>\u5982\u679c\u4f60\u7684Agent\u8001\u662f\u641e\u4e0d\u6e05\u8be5\u8c03\u54ea\u4e2a\u5de5\u5177&#xff0c;\u6216\u8005\u52a8\u4e0d\u52a8\u5c31\u201c\u7cbe\u795e\u9519\u4e71\u201d&#xff0c;\u90a3\u5c31\u662f\u5178\u578b\u7684\u201cAgent\u75f4\u5446\u75c7\u201d\u2014\u2014\u8d76\u7d27\u7ed9\u5b83\u51cf\u8d1f&#xff01;<\/p>\n<h4>4. 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\/><\/p>\n<p>\u4ee5\u524d\u7684\u8bf4\u6cd5\u662f&#xff1a;\u201c\u5144\u5f1f&#xff0c;\u4f60\u4e0a\u4e0b\u6587\u70c2\u4e86&#xff0c;\u8d76\u7d27\u4f11\u606f\u4e00\u4e0b&#xff0c;\u627e\u4eba\u5206\u62c5\u70b9\u6d3b\u5427\u3002\u201d<\/p>\n<p>\u6211\u8fd9\u91cc\u5f53\u7136\u662f\u5728\u8bf4\u4e0a\u4e0b\u6587\u8150\u70c2\u3001LLM\u5e7b\u89c9\u3001\u591aAgent\u67b6\u6784\u3002<\/p>\n<p>\u591aAgent&#xff08;\u5b50Agent&#xff09;\u67b6\u6784\u7279\u522b\u9002\u5408\u4e0b\u9762\u51e0\u79cd\u573a\u666f&#xff1a;<\/p>\n<p>(a) \u4e3bAgent\u8981\u540c\u65f6\u5e72\u5f88\u591a\u6beb\u4e0d\u76f8\u5173\u7684\u4e8b<br \/>\n\u6bd4\u5982&#xff1a;\u8bfb\u8bba\u6587\u3001\u6539\u4ee3\u7801\u3001\u7ef4\u62a4\u8bb0\u5fc6\u3001\u5e2e\u4f60\u70b9\u5496\u5561\u2026\u2026<\/p>\n<p>(b) \u67d0\u4e2a\u5de5\u5177\u8fd4\u56de\u7684\u7ed3\u679c\u5de8\u957f&#xff0c;\u4e3bAgent\u5f97\u5148\u6d53\u7f29\u624d\u80fd\u7ee7\u7eed<br \/>\n\u6bd4\u5982&#xff1a;search(\u201cattention\u201d) 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