{"id":91,"date":"2026-03-21T09:42:33","date_gmt":"2026-03-21T01:42:33","guid":{"rendered":"https:\/\/blog.wanmeitianyi.com\/?p=91"},"modified":"2026-03-21T09:42:33","modified_gmt":"2026-03-21T01:42:33","slug":"ai-agent%e5%95%86%e4%b8%9a%e6%a8%a1%e5%bc%8f%e7%88%86%e5%8f%91%ef%bc%9a2025%e5%b9%b4%e8%bf%995%e4%b8%aa%e8%b5%9b%e9%81%93%e6%ad%a3%e5%9c%a8%e9%97%b7%e5%a3%b0%e5%8f%91%e8%b4%a2","status":"publish","type":"post","link":"https:\/\/blog.wanmeitianyi.com\/index.php\/2026\/03\/21\/ai-agent%e5%95%86%e4%b8%9a%e6%a8%a1%e5%bc%8f%e7%88%86%e5%8f%91%ef%bc%9a2025%e5%b9%b4%e8%bf%995%e4%b8%aa%e8%b5%9b%e9%81%93%e6%ad%a3%e5%9c%a8%e9%97%b7%e5%a3%b0%e5%8f%91%e8%b4%a2\/","title":{"rendered":"AI Agent\u5546\u4e1a\u6a21\u5f0f\u7206\u53d1\uff1a2025\u5e74\u8fd95\u4e2a\u8d5b\u9053\u6b63\u5728\u95f7\u58f0\u53d1\u8d22"},"content":{"rendered":"<h1>AI Agent\u5546\u4e1a\u6a21\u5f0f\u7206\u53d1\uff1a2025\u5e74\u8fd95\u4e2a\u8d5b\u9053\u6b63\u5728\u95f7\u58f0\u53d1\u8d22<\/h1>\n<h2>01 \u4e00\u4e2aAgent\uff0c\u62b5\u5f97\u4e0a10\u4e2a\u5458\u5de5<\/h2>\n<p><strong>\u6211\u73b0\u5728\u5f00\u53d1\u4e00\u4e2a\u5206\u9500\u7cfb\u7edf\uff0c\u4ece\u9700\u6c42\u5230\u4e0a\u7ebf\uff0c\u53ea\u89813\u5929\u3002<\/strong><\/p>\n<p>\u4e0d\u662f\u5439\u725b\u3002\u4ee5\u524d\u540c\u6837\u7684\u5de5\u4f5c\u91cf\uff0c\u9700\u89811\u4e2a\u4ea7\u54c1\u7ecf\u7406+2\u4e2a\u5f00\u53d1+1\u4e2a\u6d4b\u8bd5\uff0c\u6298\u817e\u4e24\u5468\u3002<\/p>\n<p>\u73b0\u5728\uff1f<\/p>\n<p>Agent\u5199\u4ee3\u7801\u3001Agent\u6d4bbug\u3001Agent\u5199\u6587\u6863\u3002\u6211\u53ea\u9700\u8981\u544a\u8bc9\u5b83&#8221;\u6211\u8981\u4e00\u4e2a\u4e09\u7ea7\u5206\u9500\u7cfb\u7edf\uff0c\u652f\u6301\u56e2\u961f\u5956\u52b1\u548c\u533a\u57df\u4ee3\u7406&#8221;\uff0c\u5269\u4e0b\u7684\u5b83\u81ea\u5df1\u641e\u5b9a\u3002<\/p>\n<p><strong>\u8fd9\u4e0d\u662f\u6548\u7387\u63d0\u5347\uff0c\u8fd9\u662f\u751f\u4ea7\u5173\u7cfb\u91cd\u6784\u3002<\/strong><\/p>\n<p>\u5f53\u7ade\u4e89\u5bf9\u624b\u8fd8\u5728\u62db\u7a0b\u5e8f\u5458\u7684\u65f6\u5019\uff0c\u4f60\u5df2\u7ecf\u7528Agent\u8dd1\u5b8c\u4e86\u4e09\u4e2a\u8fed\u4ee3\u3002<\/p>\n<p>> 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2025\u5e74\u6700\u8d5a\u94b1\u76845\u4e2aAgent\u5546\u4e1a\u6a21\u5f0f<\/h2>\n<h3>\u6a21\u5f0f1\uff1aAgent\u5373\u670d\u52a1\uff08AaaS\uff09<\/h3>\n<p><strong>\u6838\u5fc3\u903b\u8f91<\/strong>\uff1a\u628aAgent\u6253\u5305\u6210\u6807\u51c6\u5316\u670d\u52a1\uff0c\u6309\u8c03\u7528\u91cf\u6536\u8d39\u3002<\/p>\n<p><strong>\u6848\u4f8b<\/strong>\uff1a<\/p>\n<ul>\n<li>\u667a\u80fd\u5ba2\u670dAgent\uff1a\u66ff\u4ee3\u4eba\u5de5\u5ba2\u670d\uff0c\u6309\u5bf9\u8bdd\u6b21\u6570\u6536\u8d39<\/li>\n<li>\u5185\u5bb9\u751f\u6210Agent\uff1a\u6279\u91cf\u751f\u4ea7\u5c0f\u7ea2\u4e66\/\u6296\u97f3\u6587\u6848\uff0c\u6309\u6761\u6536\u8d39<\/li>\n<li>\u6570\u636e\u5206\u6790Agent\uff1a\u81ea\u52a8\u6293\u53d6\u7ade\u54c1\u6570\u636e\uff0c\u751f\u6210\u5468\u62a5\uff0c\u6309\u6708\u8ba2\u9605<\/li>\n<\/ul>\n<p><strong>\u53d8\u73b0\u80fd\u529b<\/strong>\uff1a\u2605\u2605\u2605\u2605\u2605<br \/>\n<strong>\u6280\u672f\u95e8\u69db<\/strong>\uff1a\u2605\u2605\u2605\u2606\u2606<\/p>\n<h3>\u6a21\u5f0f2\uff1aAgent\u5206\u9500\u8054\u76df<\/h3>\n<p><strong>\u6838\u5fc3\u903b\u8f91<\/strong>\uff1a\u5f00\u53d1\u901a\u7528Agent\u5de5\u5177\uff0c\u8ba9\u4ee3\u7406\u5546\u53bb\u5356\uff0c\u4f60\u62bd\u6210\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u8fd9\u4e2a\u6a21\u5f0f\u80fd\u6210\uff1f<\/strong><\/p>\n<p>Agent\u5de5\u5177\u5f00\u53d1\u4e00\u6b21\uff0c\u8fb9\u9645\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u3002\u4f46\u9500\u552e\u9700\u8981\u4eba\u2014\u2014\u800c\u5206\u9500\u7f51\u7edc\u5c31\u662f\u4f60\u7684\u4eba\u3002<\/p>\n<p><strong>\u5206\u6da6\u8bbe\u8ba1<\/strong>\uff1a<\/p>\n<ul>\n<li>\u76f4\u63a8\u5956\u52b1\uff1a\u9500\u552e\u989d\u768430%<\/li>\n<li>\u56e2\u961f\u5956\u52b1\uff1a\u4e0b\u7ea7\u4e1a\u7ee9\u768410%<\/li>\n<li>\u533a\u57df\u4ee3\u7406\uff1a\u533a\u57df\u5185\u6240\u6709\u8ba2\u5355\u62bd\u62105%<\/li>\n<\/ul>\n<p><strong>\u53d8\u73b0\u80fd\u529b<\/strong>\uff1a\u2605\u2605\u2605\u2605\u2605<br \/>\n<strong>\u7206\u53d1\u901f\u5ea6<\/strong>\uff1a\u2605\u2605\u2605\u2605\u2605<\/p>\n<p>> \u91d1\u53e5\uff1aAgent\u505a\u4ea7\u54c1\uff0c\u5206\u9500\u505a\u89c4\u6a21\u3002<\/p>\n<h3>\u6a21\u5f0f3\uff1a\u5782\u76f4\u884c\u4e1aAgent<\/h3>\n<p><strong>\u6838\u5fc3\u903b\u8f91<\/strong>\uff1a\u6df1\u8015\u4e00\u4e2a\u7ec6\u5206\u9886\u57df\uff0c\u505a\u884c\u4e1a\u4e13\u5c5e\u7684Agent\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><strong>\u9ad8\u6f5c\u529b\u8d5b\u9053<\/strong>\uff1a<br \/>\n1. <strong>\u7535\u5546Agent<\/strong>\uff1a\u81ea\u52a8\u9009\u54c1\u3001\u5b9a\u4ef7\u3001\u5ba2\u670d\u3001\u552e\u540e<br \/>\n2. <strong>\u6559\u80b2Agent<\/strong>\uff1a\u4e2a\u6027\u5316\u8f85\u5bfc\u3001\u4f5c\u4e1a\u6279\u6539\u3001\u5bb6\u957f\u6c9f\u901a<br \/>\n3. <strong>\u6cd5\u5f8bAgent<\/strong>\uff1a\u5408\u540c\u5ba1\u67e5\u3001\u6848\u4f8b\u68c0\u7d22\u3001\u6587\u4e66\u751f\u6210<br \/>\n4. <strong>\u533b\u7597Agent<\/strong>\uff1a\u9884\u95ee\u8bca\u3001\u62a5\u544a\u89e3\u8bfb\u3001\u5065\u5eb7\u7ba1\u7406<br \/>\n5. <strong>\u623f\u4ea7Agent<\/strong>\uff1a\u623f\u6e90\u5339\u914d\u3001\u5ba2\u6237\u8ddf\u8fdb\u3001\u5408\u540c\u7ba1\u7406<\/p>\n<p><strong>\u5173\u952e<\/strong>\uff1a\u884c\u4e1aKnow-How + Agent\u80fd\u529b = \u62a4\u57ce\u6cb3<\/p>\n<h3>\u6a21\u5f0f4\uff1aAgent\u5de5\u4f5c\u6d41\u5e73\u53f0<\/h3>\n<p><strong>\u6838\u5fc3\u903b\u8f91<\/strong>\uff1a\u4e0d\u505aAgent\uff0c\u505aAgent\u7684&#8221;\u8fde\u63a5\u5668&#8221;\u3002<\/p>\n<p>\u8ba9\u7528\u6237\u50cf\u642d\u79ef\u6728\u4e00\u6837\uff0c\u628a\u591a\u4e2aAgent\u4e32\u6210\u5de5\u4f5c\u6d41\uff1a<\/p>\n<ul>\n<li>\u6293\u53d6\u6570\u636eAgent \u2192 \u6e05\u6d17Agent \u2192 \u5206\u6790Agent \u2192 \u62a5\u544aAgent<\/li>\n<li>\u5ba2\u670dAgent \u2192 \u8ba2\u5355Agent \u2192 \u7269\u6d41Agent \u2192 \u552e\u540eAgent<\/li>\n<\/ul>\n<p><strong>\u6536\u8d39\u6a21\u5f0f<\/strong>\uff1a<\/p>\n<ul>\n<li>\u57fa\u7840\u7248\uff1a\u514d\u8d39\uff08\u5f15\u6d41\uff09<\/li>\n<li>\u4e13\u4e1a\u7248\uff1a\u6309\u5de5\u4f5c\u6d41\u6570\u91cf\u6536\u8d39<\/li>\n<li>\u4f01\u4e1a\u7248\uff1a\u79c1\u6709\u5316\u90e8\u7f72<\/li>\n<\/ul>\n<p><strong>\u5bf9\u6807<\/strong>\uff1aNotion + Zapier + Agent\u751f\u6001<\/p>\n<h3>\u6a21\u5f0f5\uff1aAgent\u57f9\u8bad\u4e0e\u54a8\u8be2<\/h3>\n<p><strong>\u6838\u5fc3\u903b\u8f91<\/strong>\uff1a\u5356\u94f2\u5b50\uff0c\u6bd4\u6dd8\u91d1\u66f4\u7a33\u3002<\/p>\n<p>\u5f53\u6240\u6709\u4eba\u90fd\u5728\u505aAgent\u7684\u65f6\u5019\uff0c\u6559\u522b\u4eba\u505aAgent\u7684\u4eba\u6700\u8d5a\u94b1\u3002<\/p>\n<p><strong>\u4ea7\u54c1\u7ebf<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5165\u95e8\u8bfe\u7a0b\uff1a&#8221;7\u5929\u5b66\u4f1a\u5f00\u53d1\u4f60\u7684\u7b2c\u4e00\u4e2aAgent&#8221;\uff08199\u5143\uff09<\/li>\n<li>\u5b9e\u6218\u8bad\u7ec3\u8425\uff1a\u624b\u628a\u624b\u5e26\u505a\u5546\u4e1a\u7ea7Agent\uff081999\u5143\uff09<\/li>\n<li>\u4f01\u4e1a\u5185\u8bad\uff1a\u5b9a\u5236\u5316Agent\u843d\u5730\u65b9\u6848\uff085\u4e07+\uff09<\/li>\n<li>\u54a8\u8be2\u670d\u52a1\uff1aAgent\u67b6\u6784\u8bbe\u8ba1\u3001\u9009\u578b\u5efa\u8bae\uff08\u6309\u5c0f\u65f6\u8ba1\u8d39\uff09<\/li>\n<\/ul>\n<p>> \u91d1\u53e5\uff1a\u6dd8\u91d1\u70ed\u91cc\uff0c\u5356\u94f2\u5b50\u7684\u4eba\u6c38\u8fdc\u7a33\u8d5a\u3002<\/p>\n<p>&#8212;<\/p>\n<h2>03 \u4e3a\u4ec0\u4e48\u73b0\u5728\u662f\u6700\u4f73\u5165\u573a\u65f6\u673a\uff1f<\/h2>\n<h3>\u4fe1\u53f71\uff1a\u5927\u5382All in Agent<\/h3>\n<p>OpenAI\u7684Operator\u3001Anthropic\u7684Computer Use\u3001Google\u7684Project Astra\u2026\u2026<\/p>\n<p><strong>\u5de8\u5934\u4eec\u7528\u771f\u91d1\u767d\u94f6\u544a\u8bc9\u4f60\uff1aAgent\u662f\u4e0b\u4e00\u4e2a\u5e73\u53f0\u7ea7\u673a\u4f1a\u3002<\/strong><\/p>\n<h3>\u4fe1\u53f72\uff1a\u6210\u672c\u65ad\u5d16\u5f0f\u4e0b\u8dcc<\/h3>\n<ul>\n<li>GPT-4 API\u4ef7\u683c\u4e00\u5e74\u964d\u4e8690%<\/li>\n<li>\u5f00\u6e90\u6a21\u578b\u80fd\u529b\u8ffd\u5e73\u95ed\u6e90<\/li>\n<li>\u5f00\u53d1\u6846\u67b6\u6210\u719f\uff08LangChain\u3001AutoGen\u3001OpenClaw\uff09<\/li>\n<\/ul>\n<p><strong>\u4ee5\u524d100\u4e07\u624d\u80fd\u505a\u7684\u4e8b\uff0c\u73b0\u572810\u4e07\u5c31\u80fd\u542f\u52a8\u3002<\/strong><\/p>\n<h3>\u4fe1\u53f73\uff1a\u7528\u6237\u6559\u80b2\u5b8c\u6210<\/h3>\n<p>ChatGPT\u4e24\u5e74\u7528\u6237\u78342\u4ebf\u3002\u73b0\u5728\u4f60\u8ddf\u5ba2\u6237\u8bf4&#8221;\u7528AI\u81ea\u52a8\u5904\u7406&#8221;\uff0c\u4ed6\u4e0d\u518d\u95ee&#8221;\u4ec0\u4e48\u662fAI&#8221;\uff0c\u800c\u662f\u95ee&#8221;\u591a\u5c11\u94b1\u3001\u591a\u4e45\u80fd\u4e0a\u7ebf&#8221;\u3002<\/p>\n<p><strong>\u5e02\u573a\u6559\u80b2\u6210\u672c\uff0c\u51e0\u4e4e\u4e3a\u96f6\u3002<\/strong><\/p>\n<p>&#8212;<\/p>\n<h2>04 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