{"id":1309,"date":"2025-07-10T15:50:55","date_gmt":"2025-07-10T07:50:55","guid":{"rendered":"https:\/\/www.im-zu.cn\/?p=1309"},"modified":"2025-07-10T15:50:56","modified_gmt":"2025-07-10T07:50:56","slug":"ai-agent%e5%ad%a6%e4%b9%a0%e7%ac%94%e8%ae%b0%ef%bc%881%ef%bc%89%ef%bc%9a%e9%80%9f%e9%80%9aai-agent%e6%b5%81%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/www.im-zu.cn\/?p=1309","title":{"rendered":"AI Agent\u5b66\u4e60\u7b14\u8bb0\uff081\uff09\uff1a\u901f\u901aAI Agent\u6d41\u7a0b"},"content":{"rendered":"\n<p>\u4f7f\u7528AI Agent\u662f\u672a\u6765\u7a0b\u5e8f\u5f00\u53d1\u4e2d\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u5e2e\u624b\uff0c\u7279\u522b\u5bf9\u4e8e\u4e00\u4e2a\u8fc7\u6e21\u671f\u7684\u6211\uff0c\u4e00\u65b9\u9762\u662f\u62e5\u62b1\u53d8\u5316\u7684\u5177\u4f53\u65b9\u5f0f\uff0c\u53e6\u4e00\u65b9\u9762\u662f\u901a\u8fc7\u6b64\u65b9\u5f0f\u5bf9\u7a0b\u5e8f\u4e0e\u4eba\u4ea4\u4e92\u601d\u8def\u8fdb\u884c\u5b66\u4e60\u3002\u7136\u800c\uff0cAgent\u4f5c\u4e3a\u4e00\u4e2a\u7ecf\u9a8c\u5c1a\u6d45\u7684\u521d\u7ea7\u7a0b\u5e8f\u5458\uff0c\u5f88\u591a\u65f6\u5019\u5982\u679c\u4f7f\u7528LLM\u521d\u7ea7\u4f7f\u7528\u7684\u65b9\u5f0f\u6765\u53bb\u505a\uff0c\u90a3\u4e48\u4e0d\u4ec5\u8fbe\u4e0d\u5230\u76ee\u7684\uff0c\u53cd\u800c\u4f1a\u51fa\u73b0\u66f4\u591a\u9ebb\u70e6\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u65e5\u5e38\u4e0e\u57fa\u7840\u5e94\u7528<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Prompt\u6838\u5fc3\u539f\u5219\uff1a\u4e0eAgent\u9ad8\u6548\u6c9f\u901a<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u6307\u4ee4\u8981\u5177\u4f53\uff1a\u4e0d\u8981\u53ea\u8bf4Do what, \u66f4\u8981\u8bf4how to do<\/h3>\n\n\n\n<p>\u628aAgent\u4f5c\u4e3a\u4e00\u4e2a\u7ecf\u9a8c\u5c1a\u6d45\u7684\u521d\u7ea7\u7a0b\u5e8f\u5458\uff0c\u5224\u65ad\u4e0d\u4e00\u5b9a\u603b\u662f\u9760\u8c31\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u590d\u6742\u4efb\u52a1\uff0c\u4e00\u5f00\u59cb\u8981\u7ed9Agent\u8bbe\u5b9a\u597d\u6574\u4f53\u67b6\u6784\u548c\u6838\u5fc3\u903b\u8f91\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u201c\u6211\u8981\u6d4b\u8bd5XX\u529f\u80fd\uff0c\u54ea\u4e9b\u8fb9\u754c\u60c5\u51b5\u662f\u91cd\u70b9\uff0c\u4ee5\u53ca\u662f\u5426\u9700\u8981\u6216\u8005\u5982\u4f55\u8fdb\u884c\u6a21\u62df\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6307\u660e\u8d77\u70b9\uff1a\u544a\u8bc9Agent\u4ece\u54ea\u513f\u4e0b\u624b<\/h3>\n\n\n\n<p>\u9996\u5148\u6e05\u695a\u5177\u4f53\u7684\u6587\u4ef6\u6216\u51fd\u6570\u540d\uff0c\u6700\u57fa\u7840\u7684\u4e5f\u5f97\u544a\u8bc9\u5b83\u76f8\u5173\u7684\u4ee3\u7801\u5e93\u3001\u53c2\u8003\u6587\u6863\u6216\u5173\u952e\u7ec4\u4ef6\u3002\u660e\u786e\u8fd9\u4e9b\u8d77\u70b9\uff0c\u80fd\u591f\u6700\u5927\u7a0b\u5ea6\u907f\u514dAgent\u505a\u65e0\u7528\u529f\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u8bf7\u4e3a\u6211\u4eec\u7684\u4ee3\u7801\u5e93\u589e\u52a0\u5bf9 Google \u6a21\u578b\u7684\u652f\u6301\u3002\u4f60\u53ef\u4ee5\u5148\u53bb\u9605\u8bfb\u6700\u65b0\u7684\u5b98\u65b9\u6587\u6863 [\u94fe\u63a5]\uff0c\u7136\u540e\u5728&nbsp;<code>model_groups<\/code>&nbsp;\u76ee\u5f55\u4e0b\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5b9e\u73b0\u6587\u4ef6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9632\u5fa1\u6027\u63d0\u793a\uff1a\u9884\u5224Agent\u53ef\u80fd\u72af\u7684\u9519<\/h3>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e2d\u7ea7\u9a7e\u9a6d\u4efb\u52a1<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ba9Agent\u5b8c\u6210\u7b2c\u4e00\u7248\u8349\u7a3f<\/h2>\n\n\n\n<p>\u5bf9\u4e8e\u4e00\u9879\u5927\u5de5\u7a0b\uff0c\u8ba9\u81ea\u4e3bAgent\u5148\u751f\u6210\u4e00\u4e2a PR \u521d\u7a3f\uff0c\u53ef\u4ee5\u6781\u5927\u5730\u63a8\u52a8\u9879\u76ee\u8fdb\u5c55\uff0c\u5e76\u663e\u8457\u51cf\u8f7b\u4f60\u7684\u5de5\u4f5c\u8d1f\u62c5\u3002\u6210\u529f\u7684\u5173\u952e\u5728\u4e8e\uff0c\u4f60\u5fc5\u987b\u5728\u4e00\u5f00\u59cb\u5c31\u6e05\u6670\u5730\u4f20\u8fbe\u4f60\u671f\u671b\u7684\u5b9e\u73b0\u601d\u8def\u3002\u628a\u81ea\u5df1\u60f3\u8c61\u6210\u4e00\u4f4d\u67b6\u6784\u5e08\uff0c\u6b63\u5728\u6307\u5bfc\u51e0\u4f4d\u521d\u7ea7\u5f00\u53d1\u4eba\u5458\u3002\u4f60\u7ed9\u51fa\u7684\u84dd\u56fe\u8d8a\u6e05\u6670\u3001\u6307\u4ee4\u8d8a\u8be6\u5c3d\uff0c\u5c31\u8d8a\u80fd\u907f\u514d\u540e\u7eed\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u53bb\u7ea0\u6b63Agent\u5728\u6839\u672c\u65b9\u5411\u4e0a\u7684\u9519\u8bef\u3002<\/p>\n\n\n\n<p><strong>\u5207\u8bb0\uff0c\u5927\u578b\u4efb\u52a1\uff08\u76ee\u524d\uff09\u8fd8\u65e0\u6cd5\u5b8c\u5168\u201c\u653e\u517b\u201d\u3002<\/strong>\u00a0\u4f60\u9700\u8981\u4e3a\u66f4\u590d\u6742\u7684\u4efb\u52a1\u9884\u7559\u51fa\u591a\u8f6e\u53cd\u9988\u7684\u65f6\u95f4\uff0c\u5e76\u51c6\u5907\u597d\u5728\u6700\u540e\u9636\u6bb5\u4eb2\u81ea\u52a8\u624b\u8fdb\u884c\u4e00\u4e9b\u7cbe\u4fee\u3002\u4e00\u4e2a\u73b0\u5b9e\u7684\u671f\u671b\u662f\u8282\u7701\u5927\u7ea6 80% \u7684\u65f6\u95f4\uff0c\u800c\u975e\u5b9e\u73b0 100% \u7684\u81ea\u52a8\u5316\u3002\u4f60\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u5728\u9a8c\u8bc1\u548c\u786e\u4fdd\u6700\u7ec8\u4ea4\u4ed8\u8d28\u91cf\u4e0a\uff0c\u4f9d\u7136\u65e0\u53ef\u66ff\u4ee3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e0eAgent\u5171\u540c\u5236\u5b9a\u5b9e\u65bd\u65b9\u6848<\/h2>\n\n\n\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u9700\u6c42\u590d\u6742\u6216\u5b9a\u4e49\u6a21\u7cca\u7684\u4efb\u52a1\uff0c\u4e0eAgent\u5408\u4f5c\uff0c\u5148\u5171\u540c\u5236\u5b9a\u4e00\u4efd\u8be6\u5c3d\u7684\u5b9e\u65bd\u8ba1\u5212\uff08\u6216\u4ea7\u54c1\u9700\u6c42\u6587\u6863 PRD\uff09\uff0c\u4f1a\u975e\u5e38\u6709\u6548\u3002\u4e00\u5f00\u59cb\u4e0d\u6e05\u695a\u6240\u6709\u7ec6\u8282\u662f\u5f88\u6b63\u5e38\u7684\u3002\u4f60\u53ef\u4ee5\u5148\u8ba9Agent\u5e2e\u4f60\u505a\u4e00\u4e9b\u63a2\u7d22\u6027\u7684\u5de5\u4f5c\uff0c\u6bd4\u5982\u63d0\u95ee\uff1a\u201c\u6211\u4eec\u7684\u8ba4\u8bc1\u7cfb\u7edf\u662f\u600e\u4e48\u5de5\u4f5c\u7684\uff1f\u201d\u6216\u201c\u8fd9\u6b21\u6539\u52a8\u53ef\u80fd\u4f1a\u5f71\u54cd\u54ea\u4e9b\u670d\u52a1\uff1f\u201d\u4f60\u4e5f\u53ef\u4ee5\u8ba9\u5b83\u5e2e\u4f60\u627e\u51fa\u76f8\u5173\u7684\u6838\u5fc3\u4ee3\u7801\uff0c\u4f9b\u4f60\u65e9\u671f\u786e\u8ba4\uff0c\u786e\u4fdd\u65b9\u5411\u6b63\u786e\u3002<\/p>\n\n\n\n<p>\u67d0\u4e9bAgent\uff08\u5982 Devin \u548c Claude Code\uff09\u63d0\u4f9b\u4e86\u4e13\u95e8\u7684\u201c\u89c4\u5212\u6a21\u5f0f\u201d\uff0c\u4e13\u6ce8\u4e8e\u9605\u8bfb\u548c\u7406\u89e3\u73b0\u6709\u4ee3\u7801\uff0c\u800c\u975e\u7acb\u5373\u52a8\u624b\u4fee\u6539\u3002\u5982\u679c\u4f60\u5e0c\u671b\u5728\u59d4\u6d3e\u4efb\u52a1\u524d\u505a\u66f4\u5145\u5206\u7684\u51c6\u5907\uff0c\u4e5f\u53ef\u4ee5\u501f\u52a9\u50cf&nbsp;<code>deepwiki.com<\/code>&nbsp;\u6216 Devin Search \u8fd9\u6837\u7684\u4e13\u4e1a\u4ee3\u7801\u5e93\u641c\u7d22\u5de5\u5177\uff0c\u5b83\u4eec\u80fd\u5e2e\u4f60\u5feb\u901f\u6478\u6e05\u4ee3\u7801\u5e93\u7684\u5e95\u7ec6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e3a\u590d\u6742\u4efb\u52a1\u8bbe\u7acb\u201c\u68c0\u67e5\u70b9\u201d<\/h2>\n\n\n\n<p>\u5bf9\u4e8e\u591a\u6b65\u9aa4\u3001\u8de8\u6a21\u5757\u3001\u751a\u81f3\u8de8\u4ee3\u7801\u5e93\u7684\u590d\u6742\u4efb\u52a1\uff0c\u4e00\u5b9a\u8981\u5728\u6d41\u7a0b\u4e2d\u8bbe\u7f6e\u6e05\u6670\u7684\u201c\u68c0\u67e5\u70b9\u201d\uff1a<\/p>\n\n\n\n<p><strong>\u89c4\u5212 \u2192 \u5b9e\u73b0\u6a21\u5757A \u2192 \u6d4b\u8bd5 \u2192 \u4fee\u590d \u2192 \u68c0\u67e5\u70b9A\u5ba1\u67e5 \u2192 \u5b9e\u73b0\u6a21\u5757B &#8230;<\/strong><\/p>\n\n\n\n<p>\u5728\u6bcf\u4e2a\u91cd\u8981\u9636\u6bb5\u5b8c\u6210\u540e\uff0c\u660e\u786e\u8981\u6c42Agent\u6682\u505c\u5e76\u7b49\u5f85\u4f60\u7684\u786e\u8ba4\u3002\u7279\u522b\u662f\u5bf9\u4e8e\u90a3\u4e9b\u6a2a\u8de8\u6570\u636e\u5e93\u3001\u540e\u7aef\u3001\u524d\u7aef\u7b49\u591a\u5c42\u7684\u590d\u6742\u529f\u80fd\uff0c\u5229\u7528\u8fd9\u4e9b\u68c0\u67e5\u70b9\u6765\u786e\u4fdd\u6bcf\u4e00\u6b65\u7684\u5b9e\u73b0\u90fd\u7b26\u5408\u4f60\u7684\u9884\u671f\uff0c\u6f84\u6e05\u7591\u95ee\uff08\u4f8b\u5982\uff1a\u201c\u5411\u6211\u89e3\u91ca\u4e00\u4e0b\u4f60\u5b9e\u73b0\u7684\u8ba4\u8bc1\u6d41\u7a0b\uff0c\u5e76\u786e\u8ba4\u5b83\u662f\u5b89\u5168\u7684\u201d\uff09\uff0c\u5e76\u53ca\u65e9\u7ea0\u6b63\u504f\u5dee\uff0c\u907f\u514d\u95ee\u9898\u6eda\u96ea\u7403\u5f0f\u5730\u6269\u5927\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f8b\u5982\uff1a<\/strong>\u00a0\u201c\u6211\u9700\u8981\u4f60\u5b9e\u73b0\u4e00\u4e2a\u529f\u80fd\uff0c\u5b83\u4f1a\u6d89\u53ca\u6570\u636e\u5e93\u3001\u540e\u7aef\u548c\u591a\u4e2a\u524d\u7aef\u754c\u9762\u3002\u7b2c\u4e00\u6b65\uff0c\u8bf7\u5148\u89c4\u5212\u597d\u6570\u636e\u5e93\u7684\u8868\u7ed3\u6784\u53d8\u66f4\uff0c\u5b8c\u6210\u540e\u544a\u8bc9\u6211\uff0c\u6211\u6765\u6267\u884c\u6570\u636e\u5e93\u8fc1\u79fb\u3002\u201d -> \u201c\u5f88\u597d\u3002\u7b2c\u4e8c\u6b65\uff0c\u8bf7\u5b9e\u73b0\u540e\u7aef\u7684\u903b\u8f91\uff0c\u5e76\u6dfb\u52a0\u5355\u5143\u6d4b\u8bd5\u786e\u4fdd XYZ \u529f\u80fd\u6b63\u5e38\u3002\u5b8c\u6210\u540e\u544a\u8bc9\u6211\u3002\u201d -> \u201c\u6700\u540e\uff0c\u8bf7\u5728\u6211\u4eec\u7684 Web \u548c\u79fb\u52a8\u7aef\u754c\u9762\u4e0a\u5b8c\u6210\u4fee\u6539\uff0c\u8c03\u7528\u65b0\u7684\u540e\u7aef\u63a5\u53e3\u3002\u201d<\/li>\n<\/ul>\n\n\n\n<h2 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