{"id":21200,"date":"2026-08-07T09:47:08","date_gmt":"2026-08-07T01:47:08","guid":{"rendered":"https:\/\/92it.top\/?p=21200"},"modified":"2026-08-07T09:47:08","modified_gmt":"2026-08-07T01:47:08","slug":"%e6%af%8f%e5%a4%a9%e5%90%83%e9%80%8f%e4%b8%80%e4%b8%aa-ai-%e7%9f%a5%e8%af%86%e7%82%b9-%e4%bc%81%e4%b8%9a%e7%ba%a7-agent-%e6%98%af%e5%a6%82%e4%bd%95%e5%81%9a%e9%95%bf%e4%bb%bb","status":"publish","type":"post","link":"https:\/\/92it.top\/?p=21200","title":{"rendered":"\u6bcf\u5929\u5403\u900f\u4e00\u4e2a AI \u77e5\u8bc6\u70b9 \u2014\u2014 \u4f01\u4e1a\u7ea7 Agent \u662f\u5982\u4f55\u505a\u957f\u4efb\u52a1\u89c4\u5212\u7684\uff1f"},"content":{"rendered":"\n<p>\u8f6c\u8f7d\uff1a\u5c0f\u7ea2\u4e66 AI\u4ea7\u54c1\u8d75\u54e5<\/p>\n\n\n\n<p><strong>\u524d\u8a00 \ud83d\udd16<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u9762\u8bd5 AI 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loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"687\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-1024x687.png\" alt=\"\" class=\"wp-image-21202\" style=\"width:436px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-1024x687.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-300x201.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-768x515.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-830x557.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-230x154.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-350x235.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37-480x322.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-37.png 1038w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" 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\u201c\u6570\u5b57\u6212\u65ad\u9732\u8425\u6d3b\u52a8\u7b56\u5212\u201d \u8fd9\u4e2a\u6848\u4f8b\uff0c\u6765\u8be6\u7ec6\u62c6\u89e3\u8fd9\u4e09\u5c42\u67b6\u6784\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.1 \u7b2c\u4e00\u5c42\uff1a\u9759\u6001\u4efb\u52a1\u62c6\u89e3<\/strong><\/p>\n\n\n\n<p>\u4efb\u52a1\u89c4\u5212\u7684\u7b2c\u4e00\u6b65\uff0c\u4e5f\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65\uff1a\u5728 Agent \u5f00\u59cb\u884c\u52a8\u4e4b\u524d\uff0c\u5148\u8ba9\u5b83\u628a\u7528\u6237\u6a21\u7cca\u7684\u76ee\u6807\u8fdb\u884c\u4e00\u6b21\u7ed3\u6784\u5316\u62c6\u89e3\u3002<\/p>\n\n\n\n<p><strong>\u3010\u88f8\u5954\u7248 Agent\u3011\u7684\u505a\u6cd5<\/strong><\/p>\n\n\n\n<p>\u628a &#8220;\u7b56\u5212 3 \u5929\u9732\u8425\u6d3b\u52a8&#8221; \u8fd9\u4e2a\u6574\u4f53\u9700\u6c42\u76f4\u63a5\u4e22\u7ed9\u5927\u6a21\u578b\uff0c\u8ba9\u5b83\u8fb9\u60f3\u8fb9\u5e72\u3002\u7ed3\u679c\u5c31\u662f\u524d\u9762\u770b\u5230\u7684\uff0c\u884c\u52a8\u6beb\u65e0\u7ae0\u6cd5\u3002<\/p>\n\n\n\n<p><strong>\u3010\u4e13\u4e1a\u7248 Agent\u3011\u7684\u505a\u6cd5\uff08\u9759\u6001\u4efb\u52a1\u62c6\u89e3\uff09<\/strong><\/p>\n\n\n\n<p>\u63a5\u6536\u5230\u521d\u59cb\u9700\u6c42\u540e\uff0c\u4e0d\u7acb\u523b\u6267\u884c\uff0c\u800c\u662f\u5148\u8c03\u7528\u4e00\u4e2a\u4e13\u95e8\u7684 &#8220;\u4efb\u52a1\u62c6\u89e3\u6a21\u5757&#8221;\u3002\u8fd9\u4e2a\u6a21\u5757\u672c\u8eab\u4e5f\u662f\u4e00\u4e2a LLM\uff0c\u4f46 Prompt \u7ecf\u8fc7\u7279\u6b8a\u4f18\u5316\u3002\u5b83\u7684\u804c\u8d23\u53ea\u6709\u4e00\u4e2a\uff1a\u8f93\u51fa\u4e00\u4e2a\u7ed3\u6784\u5316\u7684\u4efb\u52a1\u8ba1\u5212\uff0c\u901a\u5e38\u662f JSON \u6216 YAML \u683c\u5f0f\u3002\u4e00\u4e2a\u597d\u7684\u4efb\u52a1\u8ba1\u5212\u5e94\u8be5\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">1   # \"\u6570\u5b57\u6212\u65ad\u9732\u8425\u6d3b\u52a8\" \u4efb\u52a1\u89c4\u5212 v1.0\n2\n3   # \u6700\u7ec8\u76ee\u6807 (Overall Goal):\n4   # \u751f\u6210\u4e00\u4efd\u5b8c\u6574\u7684\u3001\u4e3a\u671f3\u5929\u7684\u3001\u4ee5\u201c\u6570\u5b57\u6212\u65ad\u201d\u4e3a\u4e3b\u9898\u7684\u5317\u4eac\u5468\n5   # \u5305\u62ec\u8425\u5730\u9009\u62e9\u3001\u6bcf\u65e5\u6d3b\u52a8\u5b89\u6392\u3001\u4ee5\u53ca\u8be6\u7ec6\u7684\u88c5\u5907\u548c\u98df\u7269\u6e05\u5355\u3002\n6\n7   # \u4efb\u52a1\u5206\u89e3 (Sub\u2011tasks):\n8   - task_id: 1\n9     name: \"\u8425\u5730\u7b5b\u9009\u4e0e\u786e\u5b9a\"\n10    description: \"\u6839\u636e\u7528\u6237\u8981\u6c42\uff08\u5317\u4eac\u5468\u8fb9\u30013\u5c0f\u65f6\u8f66\u7a0b\u3001\u5b89\u9759\n11    dependencies: [] # \u6ca1\u6709\u4f9d\u8d56\uff0c\u8fd9\u662f\u7b2c\u4e00\u6b65\n12    output: \"\u786e\u5b9a\u7684\u8425\u5730\u540d\u79f0\u3001\u4f4d\u7f6e\u3001\u548c\u9009\u62e9\u7406\u7531\u3002\"\n13\n14  - task_id: 2\n15    name: \"\u6bcf\u65e5\u6d3b\u52a8\u8bbe\u8ba1\"\n16    description: \"\u56f4\u7ed5\u201c\u6570\u5b57\u6212\u65ad\u201d\u4e3b\u9898\uff0c\u4e3a3\u5929\u7684\u6d3b\u52a8\u8bbe\u8ba1\u5177\n17    dependencies: [1] # \u5fc5\u987b\u5728\u786e\u5b9a\u8425\u5730\u540e\u624d\u80fd\u8bbe\u8ba1\uff0c\u56e0\u4e3a\u6d3b\n18    output: \"\u4e00\u4efd\u8be6\u7ec6\u7684\u6bcf\u65e5\u6d3b\u52a8\u65f6\u95f4\u8868\u3002\"\n19\n20  - task_id: 3\n21    name: \"\u88c5\u5907\u6e05\u5355\u7f16\u5236\"\n22    description: \"\u6839\u636e\u5df2\u786e\u5b9a\u7684\u6d3b\u52a8\uff08\u5982\u5f92\u6b65\u3001\u8fc7\u591c\uff09\uff0c\u5217\u51fa\u2011\n23    dependencies: [2] # \u5fc5\u987b\u5728\u786e\u5b9a\u6d3b\u52a8\u540e\u624d\u80fd\u5217\u51fa\u6240\u9700\u88c5\u5907\n24    output: \"\u7ed3\u6784\u5316\u7684\u88c5\u5907\u6e05\u5355\uff0c\u5206\u4e3a\u201c\u4f4f\u5bbf\u201d\u3001\u201c\u670d\u88c5\u201d\u3001\u201c\u5de5\u5177\u2019\n25\n26  - task_id: 4\n27    name: \"\u98df\u7269\u91c7\u8d2d\u6e05\u5355\u7f16\u5236\"\n28    description: \"\u89c4\u52123\u59296\u9910\u7684\u83dc\u5355\uff0c\u5e76\u5217\u51fa\u6240\u6709\u9700\u8981\u91c7\u8d2d\u7684\u2011\n29    dependencies: [2] # \u83dc\u5355\u4e0e\u6d3b\u52a8\uff08\u5982\u7bdd\u706b\u70e7\u70e4\uff09\u76f8\u5173\n30    output: \"\u7ed3\u6784\u5316\u7684\u98df\u7269\u91c7\u8d2d\u6e05\u5355\u3002\"\n31\n32  - task_id: 5\n33    name: \"\u6700\u7ec8\u65b9\u6848\u6574\u5408\u4e0e\u8f93\u51fa\"\n34    description: \"\u5c06\u524d\u9762\u6240\u6709\u6b65\u9aa4\u7684\u4ea7\u51fa\uff0c\u6574\u5408\u6210\u4e00\u4efd\u683c\u5f0f\u7cbe\n35    dependencies: [1, 2, 3, 4] # \u5fc5\u987b\u5728\u6240\u6709\u90e8\u5206\u90fd\u5b8c\u6210\u540e\n36    output: \"\u4e00\u4e2a\u6700\u7ec8\u7684PDF\u6587\u4ef6\u3002\"\n```<\/pre>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-1024x512.png\" alt=\"\" class=\"wp-image-21204\" style=\"width:488px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-1024x512.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-300x150.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-768x384.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-830x415.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-230x115.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-350x175.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39-480x240.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-39.png 1052w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u770b\u5230\u8fd9\u4e2a\u7ed3\u6784\u5316\u7684\u8ba1\u5212\uff0cAgent \u7684\u884c\u52a8\u8def\u5f84\u4e00\u4e0b\u5b50\u5c31\u6e05\u6670\u4e86\u3002\u5b83\u77e5\u9053\u4e86\uff1a<\/p>\n\n\n\n<ul>\n<li>\u8981\u505a\u4ec0\u4e48\uff1a5 \u4e2a\u660e\u786e\u7684\u5b50\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>\u6309\u4ec0\u4e48\u987a\u5e8f\u505a\uff1a\u901a\u8fc7 dependencies \u5b57\u6bb5\uff0c\u5b83\u77e5\u9053\u4e86\u4efb\u52a1\u4e4b\u95f4\u7684\u5148\u540e\u5173\u7cfb\u3002<\/li>\n\n\n\n<li>\u6bcf\u4e00\u6b65\u8981\u8fbe\u6210\u4ec0\u4e48\uff1a\u901a\u8fc7 output \u5b57\u6bb5\uff0c\u5b83\u77e5\u9053\u4e86\u6bcf\u4e2a\u5b50\u4efb\u52a1\u7684\u4ea4\u4ed8\u6807\u51c6\u3002<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udca1\u9759\u6001\u4efb\u52a1\u62c6\u89e3\uff0c\u5c31\u50cf\u5728\u51fa\u53d1\u524d\uff0c\u7528\u5bfc\u822a\u8f6f\u4ef6\u89c4\u5212\u597d\u4e86\u5168\u7a0b\u7684\u8def\u7ebf\u548c\u7ecf\u505c\u70b9\u3002\u5b83\u4ece\u6e90\u5934\u4e0a\uff0c\u675c\u7edd\u4e86 Agent \u7684 \u201c\u65e0\u5e8f\u884c\u52a8\u201d \u548c \u201c\u968f\u5fc3\u6240\u6b32\u201d\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.2 \u7b2c\u4e8c\u5c42\uff1a\u8fdb\u5ea6\u6301\u7eed\u8ffd\u8e2a<\/strong><\/p>\n\n\n\n<p>\u5236\u5b9a\u8ba1\u5212\u53ea\u662f\u5f00\u59cb\u3002\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0cAgent \u4f9d\u7136\u53ef\u80fd\u88ab\u5176\u4ed6\u4fe1\u606f\u5e26\u504f\u3002<\/p>\n\n\n\n<p><strong>\u88f8\u5954\u7248 Agent \u7684\u884c\u4e3a\uff1a<\/strong><\/p>\n\n\n\n<p>\u6267\u884c &#8220;\u8425\u5730\u7b5b\u9009&#8221; \u65f6\uff0c\u5b83\u770b\u5230\u67d0\u4e2a\u8425\u5730\u8fb9\u4e0a\u6709\u4e2a &#8220;\u70e4\u5168\u7f8a\u7279\u522b\u51fa\u540d&#8221; \u7684\u519c\u5bb6\u83dc\u9986\u3002\u4e8e\u662f\u5f00\u59cb\u7814\u7a76\u8fd9\u5bb6\u9910\u9986\u7684\u5386\u53f2\u3001\u83dc\u5355\u3001\u4eba\u5747\u6d88\u8d39\uff0c\u751a\u81f3\u641c\u7d22 &#8220;\u5982\u4f55\u5728\u5bb6\u70e4\u7f8e\u5473\u7684\u7f8a\u817f&#8221;\u2026\u2026 \u5b8c\u5168\u5fd8\u4e86\u5f53\u524d\u6838\u5fc3\u4efb\u52a1\u662f\u7b5b\u9009\u8425\u5730\u3002<\/p>\n\n\n\n<p><strong>\u4e13\u4e1a\u7248 Agent \u7684\u884c\u4e3a\uff08\u8fdb\u5ea6\u6301\u7eed\u8ffd\u8e2a\uff09\uff1a<\/strong><\/p>\n\n\n\n<p>\u5728 \u201c\u4e13\u4e1a\u7248\u201d Agent \u7684\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a<strong>\u4efb\u52a1\u72b6\u6001\u7ba1\u7406\u5668<\/strong>\u3002\u8fd9\u4e2a\u7ba1\u7406\u5668\uff0c\u5c31\u50cf\u4e00\u4e2a\u4e25\u5389\u7684\u526f\u9a7e\u9a76\uff0c\u624b\u91cc\u62ff\u7740\u6211\u4eec\u7b2c\u4e00\u6b65\u751f\u6210\u7684 \u201c\u4efb\u52a1\u8ba1\u5212\u4e66\u201d\u3002<\/p>\n\n\n\n<p><strong>\u5b83\u7684\u5de5\u4f5c\u673a\u5236\u662f\uff1a<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u7ef4\u62a4\u4e00\u4e2a\u4efb\u52a1\u72b6\u6001\u5217\u8868<\/strong>\uff1a\u5728\u4efb\u52a1\u5f00\u59cb\u65f6\uff0c\u5b83\u4f1a\u628a\u6240\u6709\u7684\u5b50\u4efb\u52a1\u90fd\u6807\u8bb0\u4e3a PENDING\uff08\u5f85\u5904\u7406\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">1  - task_id: 1, status: PENDING\n2  - task_id: 2, status: PENDING\n3  - ...\n<\/pre>\n\n\n\n<ul>\n<li><strong>\u6267\u884c\u524d\u68c0\u67e5\u4f9d\u8d56<\/strong>\uff1a\u5728\u6267\u884c\u4efb\u4f55\u4e00\u4e2a\u5b50\u4efb\u52a1\uff08\u6bd4\u5982 task_id: 2\uff09\u4e4b\u524d\uff0c\u5b83\u4f1a\u5148\u68c0\u67e5\u5176\u4f9d\u8d56\u9879\uff08dependencies: [1]\uff09\u662f\u5426\u90fd\u5df2\u7ecf\u5b8c\u6210\uff08status: COMPLETED\uff09\u3002\u5982\u679c\u4f9d\u8d56\u9879\u8fd8\u6ca1\u5b8c\u6210\uff0c\u5b83\u5c31\u7edd\u4e0d\u4f1a\u542f\u52a8\u5f53\u524d\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u6267\u884c\u540e\u5bf9\u7167\u76ee\u6807<\/strong>\uff1a\u8fd9\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65\u3002\u5f53\u4e00\u4e2a\u5b50\u4efb\u52a1\uff08\u6bd4\u5982 task_id: 1\uff09\u5b8c\u6210\u540e\uff0cLLM \u4f1a\u751f\u6210\u4e00\u6bb5\u603b\u7ed3\u6027\u7684\u6587\u672c\u548c\u4ea7\u51fa\u7269\u3002\u6b64\u65f6\uff0c<strong>\u4efb\u52a1\u72b6\u6001\u7ba1\u7406\u5668<\/strong>\u4f1a\u628a\u8fd9\u6bb5\u4ea7\u51fa\uff0c\u8fde\u540c\u6700\u521d\u7684\u3001\u5168\u5c40\u7684\u3001\u6700\u9ad8\u9636\u7684\u90a3\u4e2a\u76ee\u6807\uff0c\u4ee5\u53ca\u5f53\u524d\u5b50\u4efb\u52a1\u7684\u76ee\u6807\uff0c\u4e00\u8d77\u6253\u5305\uff0c\u518d\u95ee LLM \u4e00\u4e2a\u95ee\u9898\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u3010\u5185\u90e8\u6821\u9a8c Prompt\u3011\n\n1  \u5168\u5c40\u76ee\u6807\uff1a\u7b56\u5212\u4e00\u4e2a\u201c\u6570\u5b57\u6212\u65ad\u201d\u4e3b\u9898\u7684\u9732\u8425\u6d3b\u52a8\u3002\n2  \u5f53\u524d\u5b50\u4efb\u52a1\u76ee\u6807\uff1a\u7b5b\u9009\u5e76\u786e\u5b9a\u4e00\u4e2a\u5b89\u9759\u7684\u8425\u5730\u3002\n3  \u5f53\u524d\u4ea7\u51fa: [\u8fd9\u91cc\u662f Agent \u521a\u521a\u751f\u6210\u7684\u5173\u4e8e\u8425\u5730\u7684\u5206\u6790\uff0c\u53ef\u80fd\u5176\u4e2d\u6df7\u6742\u4e86\u5173\u4e8e\u201c\u70e4\u5168\u7f8a\u201d\u7684\u5185\u5bb9]\n4\n5  \u8bf7\u5224\u65ad:\n6  \u5f53\u524d\u4ea7\u51fa\u662f\u5426\u5df2\u7ecf\u5b8c\u6210\u4e86\u201c\u5f53\u524d\u5b50\u4efb\u52a1\u76ee\u6807\u201d\uff1f(\u662f\/\u5426)\n7  \u5f53\u524d\u4ea7\u51fa\u4e2d\uff0c\u662f\u5426\u5b58\u5728\u4e0e\u201c\u5168\u5c40\u76ee\u6807\u201d\u6216\u201c\u5f53\u524d\u5b50\u4efb\u52a1\u76ee\u6807\u201d\u65e0\u5173\u7684\u3001\u53ef\u4ee5\u88ab\u5ffd\u7565\u7684\u201c\u566a\u97f3\u4fe1\u606f\u201d\uff1f\u5982\u679c\u5b58\u5728\uff0c\u8bf7\u6307\u51fa\u6765\u3002<\/pre>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u4e2a\u81ea\u6211\u53cd\u601d\u7684\u6b65\u9aa4\uff0cLLM \u5f88\u6709\u53ef\u80fd\u4f1a\u81ea\u5df1\u610f\u8bc6\u5230\uff1a<br>\u201c\u54e6\uff0c\u5173\u4e8e\u70e4\u5168\u7f8a\u7684\u4fe1\u606f\uff0c\u867d\u7136\u5f88\u6709\u8da3\uff0c\u4f46\u5b83\u548c\u7b5b\u9009\u8425\u5730\u4ee5\u53ca\u6570\u5b57\u6212\u65ad\u8fd9\u4e24\u4e2a\u76ee\u6807\u5173\u7cfb\u4e0d\u5927\uff0c\u5c5e\u4e8e\u566a\u97f3\u4fe1\u606f\u3002\u201d<\/p>\n\n\n\n<ul>\n<li><strong>\u66f4\u65b0\u72b6\u6001\u5e76\u63a8\u8fdb<\/strong>\uff1a\u5982\u679c\u6821\u9a8c\u901a\u8fc7\uff0c\u7ba1\u7406\u5668\u5c31\u4f1a\u5c06 <code>task_id: 1<\/code> \u7684\u72b6\u6001\u66f4\u65b0\u4e3a <code>COMPLETED<\/code>\uff0c\u7136\u540e\u4ece <code>PENDING<\/code> \u5217\u8868\u4e2d\uff0c\u627e\u51fa\u4e0b\u4e00\u4e2a\u53ef\u4ee5\u6267\u884c\u7684\u4efb\u52a1\uff08<code>task_id: 2<\/code>\uff09\uff0c\u5e76\u542f\u52a8\u5b83\u3002<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"661\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-1024x661.png\" alt=\"\" class=\"wp-image-21205\" style=\"width:400px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-1024x661.png 1024w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-300x194.png 300w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-768x496.png 768w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-830x536.png 830w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-230x148.png 230w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-350x226.png 350w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40-480x310.png 480w, https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-40.png 1044w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>\u8fdb\u5ea6\u6301\u7eed\u8ffd\u8e2a\uff0c\u5c31\u50cf\u5bfc\u822a\u7cfb\u7edf\u5728\u884c\u9a76\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u65ad\u5730\u628a\u4f60\u7684\u5f53\u524d\u4f4d\u7f6e\uff0c\u548c\u5730\u56fe\u4e0a\u7684\u9884\u8bbe\u8def\u7ebf\u8fdb\u884c\u6bd4\u5bf9\u3002\u4e00\u65e6\u4f60\u504f\u79bb\u4e86\u822a\u7ebf\uff0c\u5b83\u4f1a\u7acb\u523b\u53d1\u51fa \u201c\u60a8\u5df2\u504f\u79bb\u8def\u7ebf\u201d \u7684\u8b66\u544a\uff0c\u5e76\u5f15\u5bfc\u4f60\u56de\u5230\u6b63\u8f68\u3002<\/p>\n\n\n\n<p>\u3000\u3000<\/p>\n\n\n\n<p><strong>\ud83d\udd392.3 \u7b2c\u4e09\u5c42\uff1a\u52a8\u6001\u91cd\u89c4\u5212<\/strong><\/p>\n\n\n\n<p>\u5b9e\u9645\u6267\u884c\u4e2d\uff0c\u5de5\u5177\u53ef\u80fd\u8c03\u7528\u5931\u8d25\uff0c\u8d44\u6599\u53ef\u80fd\u627e\u4e0d\u5230\uff0c\u7528\u6237\u4e5f\u53ef\u80fd\u4e2d\u9014\u53d8\u5366\u3002Agent \u9700\u8981\u6709\u7075\u6d3b\u8c03\u6574\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>\u88f8\u5954\u7248 Agent \u7684\u884c\u4e3a\uff1a<\/strong><\/p>\n\n\n\n<p>\u6267\u884c &#8220;\u8425\u5730\u7b5b\u9009&#8221; \u65f6\uff0c\u8c03\u7528\u7684\u8425\u5730\u8bc4\u5206 API \u8fd4\u56de 500 \u9519\u8bef\u3002\u5b83\u53ea\u4f1a\u53cd\u590d\u8c03\u7528\u8fd9\u4e2a API\uff0c\u8fbe\u5230\u6700\u5927\u91cd\u8bd5\u6b21\u6570\u540e\u5c31\u5ba3\u544a\u4efb\u52a1\u5931\u8d25\u3002\u4e0d\u77e5\u9053\u8fd8\u80fd\u600e\u4e48\u529e\u3002<\/p>\n\n\n\n<p><strong>\u4e13\u4e1a\u7248 Agent \u7684\u884c\u4e3a (\u52a8\u6001\u91cd\u89c4\u5212)\uff1a<\/strong><\/p>\n\n\n\n<p>\u5b50\u4efb\u52a1\u5931\u8d25\u65f6\uff0c\u4e0d\u4f1a\u76f4\u63a5\u5ba3\u544a\u6574\u4e2a\u4efb\u52a1\u7ed3\u675f\uff0c\u800c\u662f\u89e6\u53d1 &#8220;\u5f02\u5e38\u5904\u7406\u4e0e\u91cd\u89c4\u5212&#8221; \u6a21\u5757\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u6a21\u5757\u4f1a\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u5206\u6790\u5931\u8d25\u7684\u539f\u56e0<\/strong>\uff1a\u5b83\u4f1a\u67e5\u770b\u5931\u8d25\u7684\u65e5\u5fd7\u3002\u662f\u7f51\u7edc\u8d85\u65f6\uff1f\u662f API \u8fd4\u56de\u4e86 404 Not Found\uff1f\u8fd8\u662f\u56e0\u4e3a\u6743\u9650\u95ee\u9898\uff1f<\/li>\n\n\n\n<li><strong>\u8bc4\u4f30\u5931\u8d25\u7684\u5f71\u54cd<\/strong>\uff1a\u8fd9\u4e2a\u5931\u8d25\u7684\u5b50\u4efb\u52a1\uff0c\u5bf9\u6574\u4e2a\u4efb\u52a1\u8ba1\u5212\u6709\u591a\u5927\u7684\u5f71\u54cd\uff1f\u5b83\u662f\u4e00\u4e2a\u5173\u952e\u8def\u5f84\u4e0a\u7684\u6838\u5fc3\u4efb\u52a1\uff0c\u8fd8\u662f\u4e00\u4e2a\u53ef\u4ee5\u88ab\u7ed5\u8fc7\u7684\u8f85\u52a9\u4efb\u52a1\uff1f<\/li>\n\n\n\n<li><strong>\u751f\u6210\u5907\u9009\u65b9\u6848<\/strong>\uff1a\u57fa\u4e8e\u4ee5\u4e0a\u5206\u6790\uff0c\u5b83\u4f1a\u5411 LLM \u63d0\u51fa\u4e00\u4e2a\u65b0\u7684\u3001\u66f4\u5177\u4f53\u7684\u95ee\u9898\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u3010\u91cd\u89c4\u5212 Prompt\u3011\n\n1  \u5f53\u524d\u8ba1\u5212: [\u539f\u59cb\u7684\u4efb\u52a1\u8ba1\u5212]\n2  \u5f53\u524d\u8fdb\u5ea6: [\u4efb\u52a1\u72b6\u6001\u5217\u8868]\n3  \u9047\u5230\u7684\u95ee\u9898: \u5728\u6267\u884c task_id: 1 (\"\u8425\u5730\u7b5b\u9009\") \u65f6\uff0c\u7528\u4e8e\u67e5\u8be2\u8425\u5730\u8bc4\u5206\u7684 CampRatingAPI \u5de5\u5177\u8fde\u7eed 3 \u6b21\u8c03\u7528\u5931\u8d25\uff0c\u9519\u8bef\u4e3a 500 Internal Server Error\u3002\n4  \u8bf7\u4f60\u4f5c\u4e3a\u4e00\u540d\u9879\u76ee\u7ecf\u7406\uff0c\u63d0\u51fa\u81f3\u5c11\u4e24\u79cd\u89e3\u51b3\u65b9\u6848\u6765\u5e94\u5bf9\u8fd9\u4e2a\u610f\u5916\uff0c\u5e76\u8bc4\u4f30\u5b83\u4eec\u7684\u4f18\u52a3\u3002\n<\/pre>\n\n\n\n<p>\u6b64\u65f6\uff0cLLM \u53ef\u80fd\u4f1a\u7ed9\u51fa\u8fd9\u6837\u7684\u5907\u9009\u65b9\u6848\uff1a<\/p>\n\n\n\n<ul>\n<li>\u65b9\u6848 A (\u5207\u6362\u5de5\u5177)\uff1a\u653e\u5f03\u4f7f\u7528 CampRatingAPI\u3002\u6539\u4e3a\u4f7f\u7528\u901a\u7528\u7684 web_search \u5de5\u5177\uff0c\u53bb\u641c\u7d22 \u201cXX \u8425\u5730 \u5728\u5c0f\u7ea2\u4e66 \/ \u5927\u4f17\u70b9\u8bc4\u4e0a\u7684\u8bc4\u4ef7\u201d\uff0c\u7136\u540e\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u4ece\u641c\u7d22\u7ed3\u679c\u4e2d\u63d0\u53d6\u7528\u6237\u8bc4\u4ef7\u7684\u5173\u952e\u4fe1\u606f\u3002\n<ul>\n<li>\u4f18\u70b9\uff1a\u80fd\u83b7\u53d6\u5230\u66f4\u771f\u5b9e\u7684\u7528\u6237\u53cd\u9988\u3002<\/li>\n\n\n\n<li>\u7f3a\u70b9\uff1a\u4fe1\u606f\u975e\u7ed3\u6784\u5316\uff0c\u5904\u7406\u8d77\u6765\u66f4\u6162\uff0c\u7ed3\u679c\u53ef\u80fd\u4e0d\u51c6\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u65b9\u6848 B (\u8c03\u6574\u4efb\u52a1\u987a\u5e8f): \u6682\u65f6\u8df3\u8fc7 \u201c\u8425\u5730\u8bc4\u5206\u201d \u8fd9\u4e2a\u73af\u8282\u3002\u5148\u5e76\u884c\u5730\u53bb\u6267\u884c task_2\uff08\u6d3b\u52a8\u8bbe\u8ba1\uff09\u548c task_4\uff08\u98df\u7269\u91c7\u8d2d\u6e05\u5355\uff09\u8fd9\u4e24\u4e2a\u4e0d\u4f9d\u8d56\u4e8e\u5177\u4f53\u8425\u5730\u7684\u4efb\u52a1\u3002\u540c\u65f6\uff0c\u8bbe\u7f6e\u4e00\u4e2a\u5b9a\u65f6\u5668\uff0c1 \u5c0f\u65f6\u540e\u518d\u6b21\u5c1d\u8bd5\u8c03\u7528 CampRatingAPI\u3002\u5982\u679c\u5c4a\u65f6 API \u4ecd\u4e0d\u53ef\u7528\uff0c\u518d\u5207\u6362\u5230\u65b9\u6848 A\u3002\n<ul>\n<li>\u4f18\u70b9\uff1a\u6700\u5927\u5316\u5730\u5229\u7528\u4e86\u7b49\u5f85\u65f6\u95f4\u3002<\/li>\n\n\n\n<li>\u7f3a\u70b9\uff1a\u5982\u679c API \u4e00\u76f4\u6062\u590d\u4e0d\u4e86\uff0c\u53ef\u80fd\u4f1a\u5ef6\u8bef\u6574\u4e2a\u9879\u76ee\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ol start=\"4\">\n<li><strong>\u51b3\u7b56\u4e0e\u6267\u884c<\/strong>: \u7cfb\u7edf\u53ef\u4ee5\u6839\u636e\u9884\u8bbe\u7684\u7b56\u7565\uff08\u6bd4\u5982 \u201c\u4f18\u5148\u4fdd\u8bc1\u4efb\u52a1\u5b8c\u6210\uff0c\u800c\u4e0d\u662f\u8ffd\u6c42\u6700\u9ad8\u8d28\u91cf\u201d\uff09\u81ea\u52a8\u9009\u62e9\u4e00\u4e2a\u65b9\u6848\uff0c\u6216\u8005\u5c06\u8fd9\u4e9b\u5907\u9009\u65b9\u6848\u5448\u73b0\u7ed9\u7528\u6237\uff0c\u7531\u7528\u6237\u6765\u505a\u6700\u7ec8\u51b3\u7b56\u3002\u4e00\u65e6\u65b9\u6848\u88ab\u9009\u5b9a\uff0c\u539f\u59cb\u7684\u4efb\u52a1\u8ba1\u5212\u56fe\u5c31\u4f1a\u88ab\u52a8\u6001\u5730\u4fee\u6539\uff0c\u7136\u540e Agent \u4f1a\u6309\u7167\u65b0\u7684\u8ba1\u5212\u7ee7\u7eed\u6267\u884c\u3002<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"565\" src=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-42-1024x565.png\" alt=\"\" class=\"wp-image-21207\" style=\"width:418px;height:auto\" srcset=\"https:\/\/92it.top\/wp-content\/uploads\/2026\/08\/\u56fe\u7247-42-1024x565.png 1024w, 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