{"id":5807,"date":"2026-07-14T16:10:37","date_gmt":"2026-07-14T16:10:37","guid":{"rendered":"https:\/\/jonjones.ai\/uncategorized\/vertex-ai-agent-builder-operator-guide-2026\/"},"modified":"2026-07-14T16:10:37","modified_gmt":"2026-07-14T16:10:37","slug":"vertex-ai-%e4%bb%a3%e7%90%86%e6%a7%8b%e5%bb%ba%e5%99%a8%e6%93%8d%e4%bd%9c%e5%93%a1%e6%8c%87%e5%8d%97-2026","status":"publish","type":"post","link":"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/vertex-ai-%e4%bb%a3%e7%90%86%e6%a7%8b%e5%bb%ba%e5%99%a8%e6%93%8d%e4%bd%9c%e5%93%a1%e6%8c%87%e5%8d%97-2026\/","title":{"rendered":"Vertex AI Agent Builder\uff1a\u904b\u71df\u5546\u7684\u771f\u5be6\u770b\u6cd5\uff08\u4ee5\u53ca\u54ea\u4e9b\u4eba\u61c9\u8a72\u5728 2026 \u5e74\u4f7f\u7528\u5b83\uff09"},"content":{"rendered":"<p><strong>Vertex AI Agent Builder<\/strong> \u662fGoogle\u7528\u65bc\u5efa\u7f6e\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u7684\u4f01\u696d\u7d1a\u5e73\u53f0\u2014\u2014\u5982\u679c\u4f60\u7d93\u71df\u7684\u662f\u55ae\u4eba\u4f01\u696d\uff0c\u5b83\u5e7e\u4e4e\u80af\u5b9a\u4e0d\u662f\u4f60\u7684\u9996\u9078\u5de5\u5177\u3002\u9019\u662f\u7db2\u8def\u4e0a\u5927\u591a\u6578\u4eba\u4e0d\u6703\u544a\u8a34\u4f60\u7684\u8aa0\u5be6\u7d50\u8ad6\uff0c\u56e0\u70ba\u5927\u591a\u6578\u95dc\u65bc\u5b83\u7684\u6587\u7ae0\u8981\u4e48\u662f\u8c37\u6b4c\u81ea\u5df1\u7684\u6587\u6a94\uff0c\u8981\u4e48\u662f\u5df2\u7d93\u5728\u8c37\u6b4c\u96f2\u7aef\u5e73\u53f0\u5de5\u4f5c\u7684\u958b\u767c\u8005\u5beb\u7684\u3002\u6211\u6bcf\u5929\u90fd\u5728\u7528\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5546\u7d93\u71df\u5341\u500b\u81ea\u4e3b\u54c1\u724c\uff0c\u6240\u4ee5\u6211\u4ee5\u4f60\u7684\u89d2\u5ea6\u4f86\u8a55\u4f30\u9019\u500b\u5e73\u53f0\uff1a\u4e0d\u662f\u201c\u5b83\u80fd\u505a\u5230\u4ec0\u9ebc\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u4e8b\u60c5\u201d\uff0c\u800c\u662f\u201c\u5c0d\u65bc\u4e00\u500b\u6c92\u6709\u6578\u64da\u5718\u968a\u548c\u96f2\u7aef\u9810\u7b97\u7684\u4eba\u4f86\u8aaa\uff0c\u5b83\u662f\u5426\u503c\u5f97\u6295\u5165\u6642\u9593\u548c\u91d1\u9322\uff1f\u201d<\/p>\n\n<p>\u9019\u662f\u71df\u904b\u4eba\u54e1\u7684\u89aa\u8eab\u9ad4\u9a57\u3002\u6211\u6703\u7528\u7c21\u55ae\u6613\u61c2\u7684\u8a9e\u8a00\u89e3\u91cb Vertex AI Agent Builder \u7684\u771f\u6b63\u529f\u80fd\uff0c\u5b83\u80fd\u69cb\u5efa\u4ec0\u9ebc\uff0c\u5b83\u7684\u771f\u6b63\u76ee\u6a19\u7528\u6236\u662f\u8ab0\uff0c\u6211\u6703\u5c55\u793a\u4e00\u4e9b\u4e0d\u9732\u75d5\u7684\u622a\u5716\uff0c\u63a8\u8350\u4e00\u4e9b\u6211\u4e4b\u524d\u5617\u8a66\u904e\u7684\u66f4\u8f15\u91cf\u7d1a\u7684\u5de5\u5177\uff0c\u4e26\u9032\u884c\u6e05\u6670\u7684\u4e26\u6392\u5c0d\u6bd4\uff0c\u8b93\u4f60\u53ea\u9700\u4e94\u5206\u9418\u5c31\u80fd\u505a\u51fa\u6c7a\u5b9a\uff0c\u800c\u4e0d\u662f\u4e94\u5929\u3002\u6c92\u6709\u8a87\u5927\u5176\u8a5e\uff0c\u6c92\u6709\u5229\u76ca\u885d\u7a81\u2014\u2014\u53ea\u6709\u4f86\u81ea\u5c08\u696d\u4eba\u58eb\u7684\u771f\u5be6\u9ad4\u9a57\u3002.<\/p>\n\n<h2>\u4ec0\u9ebc\u662f Vertex AI Agent Builder\uff1f<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s1-what-is.jpg\" alt=\"\u9802\u9ede\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u5efa\u69cb\u5668\" \/><\/figure>\n<p><strong>Vertex AI Agent Builder<\/strong> Google Cloud \u7684\u4e00\u9ad4\u5316\u7cfb\u7d71\uff0c\u7528\u65bc\u5efa\u7acb AI \u4ee3\u7406\u7a0b\u5f0f\u2014\u2014\u9019\u7a2e\u8edf\u9ad4\u80fd\u5920\u9032\u884c\u63a8\u7406\u3001\u8abf\u7528\u5de5\u5177\u3001\u67e5\u8a62\u6578\u64da\uff0c\u4e26\u80fd\u9032\u884c\u591a\u8f2a\u5c0d\u8a71\uff0c\u800c\u7121\u9700\u60a8\u9010\u4e00\u76e3\u63a7\u3002\u60a8\u53ef\u4ee5\u5c07\u5176\u8996\u70ba Google \u5c0d\u300c\u4f01\u696d\u5982\u4f55\u5728\u751f\u7522\u74b0\u5883\u4e2d\u90e8\u7f72\u771f\u6b63\u7684\u4ee3\u7406\u300d\u9019\u4e00\u554f\u984c\u7684\u89e3\u7b54\uff1a\u4e00\u500b\u5e73\u53f0\u5c07\u6a21\u578b\u3001\u904b\u884c\u6642\u3001\u8a18\u61b6\u9ad4\u3001\u641c\u5c0b\/\u57fa\u790e\u5c64\u4ee5\u53ca\u6cbb\u7406\u63a7\u5236\u6574\u5408\u5230\u4e00\u500b\u6309\u9700\u4ed8\u8cbb\u7684\u7522\u54c1\u4e2d\u3002.<\/p>\n\n<p>\u9996\u5148\u4f60\u9700\u8981\u77e5\u9053\u7684\u662f\uff0c\u4e00\u65e6\u4f60\u958b\u59cb\u641c\u7d22\uff0c\u5b83\u5c31\u6703\u8b93\u4f60\u611f\u5230\u56f0\u60d1\uff1a <strong>\u5728 2026 \u5e74 Google Cloud Next \u5927\u6703\u4e0a\uff0cGoogle \u5c07 Vertex AI Agent Builder \u66f4\u540d\u70ba\u300cGemini \u4f01\u696d\u4ee3\u7406\u5e73\u53f0\u300d\u3002\u201c<\/strong> \u4e26\u5c07 Agentspace \u7522\u54c1\u6574\u5408\u5230\u7d71\u4e00\u7684 Gemini Enterprise \u7522\u54c1\u4e2d\u3002\u73fe\u6709\u5ba2\u6236\u7121\u9700\u9077\u79fb\uff0c\u5e95\u5c64\u670d\u52d9\u5728\u65b0\u540d\u7a31\u4e0b\u4fdd\u6301\u4e0d\u8b8a\u3002\u56e0\u6b64\uff0c\u5982\u679c\u60a8\u9020\u8a2a\u540d\u70ba\u300cGemini Enterprise Agent Platform\uff08\u539f Vertex AI\uff09\u300d\u7684\u9801\u9762\uff0c\u90a3\u9ebc\u60a8\u5c31\u4f86\u5c0d\u4e86\u5730\u65b9\u3002\u79d1\u6280\u4e26\u6c92\u6709\u5728\u4e00\u591c\u4e4b\u9593\u6539\u8b8a\u2014\u2014\u8b8a\u5316\u7684\u662f\u884c\u92b7\u3002.<\/p>\n\n<p>\u5728\u54c1\u724c\u5f62\u8c61\u4e4b\u4e0b\uff0c\u8a72\u5e73\u53f0\u5efa\u7acb\u5728\u56db\u5927\u652f\u67f1\u4e4b\u4e0a\uff0c\u4e86\u89e3\u9019\u56db\u5927\u652f\u67f1\u5e7e\u4e4e\u53ef\u4ee5\u8b93\u4f60\u4e86\u89e3\u5b83\u7684\u76ee\u6a19\u7528\u6236\u7fa4\uff1a<\/p>\n\n<ul>\n<li><strong>\u4ee3\u7406\u5de5\u4f5c\u5ba4<\/strong> \u2014\u2014\u9019\u662f\u4e00\u6b3e\u53ef\u8996\u5316\u7684\u4f4e\u7a0b\u5f0f\u78bc\u5efa\u69cb\u5668\u3002\u60a8\u53ea\u9700\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u9700\u6c42\uff0c\u5b83\u5c31\u6703\u7522\u751f\u76f8\u61c9\u7684\u914d\u7f6e\u3002\u8c37\u6b4c\u5c07\u9019\u7a2e\u667a\u80fd\u9ad4\u300c\u611f\u77e5\u7de8\u78bc\u300d\u7a31\u70ba\u300c\u611f\u77e5\u7de8\u78bc\u300d\u3002.<\/li>\n<li><strong>\u4ee3\u7406\u958b\u767c\u5de5\u5177\u5305 (ADK)<\/strong> \u2014 \u4e00\u500b\u958b\u6e90\u7684\u3001\u7a0b\u5f0f\u78bc\u512a\u5148\u7684\u6846\u67b6\uff08Python\u3001Go\u3001Java\u3001TypeScript\uff09\uff0c\u7528\u65bc\u81ea\u8a02\u908f\u8f2f\u3001\u591a\u4ee3\u7406\u7de8\u6392\u548c\u8907\u96dc\u7684\u5de5\u5177\u6574\u5408\u3002.<\/li>\n<li><strong>\u4ee3\u7406\u5f15\u64ce<\/strong> \u2014 \u8a17\u7ba1\u904b\u884c\u6642\uff0c\u8ca0\u8cac\u8655\u7406\u90e8\u7f72\u3001\u64f4\u5c55\u3001\u6703\u8a71\u7ba1\u7406\u548c\u6301\u4e45\u5167\u5b58\uff0c\u56e0\u6b64\u60a8\u7121\u9700\u904b\u884c\u81ea\u5df1\u7684\u4f3a\u670d\u5668\u3002.<\/li>\n<li><strong>\u57fa\u790e\u3001\u6cbb\u7406\u8207\u6a21\u578b<\/strong> \u2014 Vertex AI \u641c\u5c0b\u7528\u65bc\u6aa2\u7d22\u3001\u4f01\u696d\u6cbb\u7406\u63a7\u5236\uff0c\u4ee5\u53ca\u5b58\u53d6 200 \u591a\u500b\u57fa\u790e\u6a21\u578b\uff0c\u5305\u62ec Gemini \u548c Claude\u3002.<\/li>\n<\/ul>\n\n<p>\u518d\u8b80\u4e00\u904d\u9019\u4efd\u6e05\u55ae\uff0c\u6ce8\u610f\u5b83\u6240\u5047\u8a2d\u7684\u524d\u63d0\u689d\u4ef6\uff1a\u958b\u767c\u4eba\u54e1\u3001\u96f2\u7aef\u5e33\u6236\u3001\u5f85\u7ba1\u7406\u7684\u6578\u64da\uff0c\u4ee5\u53ca\u9700\u8981\u4f01\u696d\u7d1a\u63a7\u5236\u7684\u7406\u7531\u3002\u9019\u4e26\u975e\u5076\u7136\u3002\u9019\u662f\u4e00\u500b\u5c08\u70ba\u4f01\u696d\u6253\u9020\u7684\u5e73\u53f0\uff0c\u5b83\u4e5f\u4ee5\u6b64\u70ba\u50b2\u3002.<\/p>\n\n<h2>\u4f60\u53ef\u4ee5\u7528\u5b83\u5be6\u969b\u5efa\u9020\u4ec0\u9ebc<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s2-build.jpg\" alt=\"\u4f7f\u7528 Vertex AI Agent Builder \u5143\u4ef6\u5efa\u7acb AI \u4ee3\u7406\" \/><\/figure>\n<p>\u66ab\u4e14\u62cb\u958b\u50f9\u683c\u548c\u653f\u6cbb\u56e0\u7d20\u4e0d\u8ac7\uff0cVertex AI Agent Builder \u7684\u529f\u80fd\u6e05\u55ae\u78ba\u5be6\u975e\u5e38\u5f37\u5927\u3002\u5982\u679c\u60a8\u64c1\u6709\u5408\u9069\u7684\u5718\u968a\u4f86\u904b\u7528\u5b83\uff0cVertex AI Agent Builder \u53ef\u4ee5\u6253\u9020\u51fa\u771f\u6b63\u610f\u7fa9\u4e0a\u7684\u3001\u751f\u7522\u7d1a\u7684\u667a\u6167\u9ad4\u3002.<\/p>\n\n<h3>\u57fa\u65bc\u6578\u64da\u7684\u652f\u63f4\u548c\u5167\u90e8\u77e5\u8b58\u4ee3\u7406<\/h3>\n<p>\u4e3b\u8981\u7528\u4f8b\u662f\u4e00\u500b\u80fd\u5920\u56de\u7b54\u554f\u984c\u7684\u4ee3\u7406\u3002 <em>\u4f60\u7684<\/em> \u8cc7\u6599\u2014\u2014\u652f\u63f4\u6587\u4ef6\u3001\u5167\u90e8\u7dad\u57fa\u3001\u7522\u54c1\u76ee\u9304\u2014\u2014\u90fd\u4f7f\u7528 Vertex AI Search \u9032\u884c\u6aa2\u7d22\u548c\u5b9a\u4f4d\u3002\u7531\u65bc\u5b83\u53ef\u4ee5\u67e5\u8a62\u8cc7\u6599\u5eab\u548c\u641c\u5c0b\u7d22\u5f15\uff0c\u667a\u80fd\u9ad4\u4e0d\u518d\u731c\u6e2c\uff0c\u800c\u662f\u958b\u59cb\u5f15\u7528\u3002\u9019\u6b63\u662f\u6211\u904b\u884c\u7684\u6bcf\u500b\u512a\u79c0\u667a\u80fd\u9ad4\u80cc\u5f8c\u7684\u539f\u7406\uff1a\u4e00\u500b\u6578\u64da\u611f\u77e5\u578b\u667a\u80fd\u9ad4\u7e3d\u662f\u52dd\u904e\u4e00\u500b\u8070\u660e\u4f46\u76f2\u76ee\u7684\u667a\u80fd\u9ad4\uff0c\u800c\u9019\u6b63\u662f\u6211\u5982\u6b64\u5805\u6301\u8ce6\u4e88\u667a\u80fd\u9ad4\u5b89\u5168\u6578\u64da\u8a2a\u554f\u6b0a\u9650\u7684\u539f\u56e0\uff0c\u6b63\u5982\u6211\u5728\u6211\u7684\u6307\u5357\u4e2d\u6240\u8ff0\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e5%95%86%e6%a5%ad\/2026%e5%b9%b4%e6%9c%80%e9%81%a9%e5%90%88%e5%b0%8f%e5%9e%8b%e4%bc%81%e6%a5%ad%e7%9a%84ai%e4%bb%a3%e7%90%86\/\">\u6700\u9069\u5408\u5c0f\u578b\u4f01\u696d\u7684AI\u4ee3\u7406<\/a>.<\/p>\n\n<h3>\u591a\u667a\u80fd\u9ad4\u7cfb\u7d71\u8207\u8907\u96dc\u7de8\u6392<\/h3>\n<p>\u501f\u52a9 ADK\uff0c\u60a8\u53ef\u4ee5\u5efa\u7acb\u4ee3\u7406\u5718\u968a\uff0c\u8b93\u4ee3\u7406\u4e4b\u9593\u76f8\u4e92\u5354\u4f5c\u2014\u2014\u4f8b\u5982\uff0c\u4e00\u500b\u8def\u7531\u4ee3\u7406\u5c07\u4efb\u52d9\u59d4\u6d3e\u7d66\u5404\u500b\u5c08\u5bb6\uff0c\u6bcf\u500b\u5c08\u5bb6\u90fd\u64c1\u6709\u81ea\u5df1\u7684\u5de5\u5177\u548c\u8a18\u61b6\u9ad4\u3002\u9019\u6b63\u662f\u8a72\u5e73\u53f0\u5c55\u73fe\u5176\u4f01\u696d\u7d1a\u512a\u52e2\u7684\u5730\u65b9\uff1a\u5728\u591a\u500b\u6703\u8a71\u4e2d\u5354\u8abf\u591a\u500b\u4ee3\u7406\u4e26\u4f7f\u7528\u6301\u4e45\u5167\u5b58\u4e26\u975e\u6613\u4e8b\uff0c\u800c Agent Engine \u5247\u8ca0\u8cac\u8655\u7406\u9019\u4e9b\u5e95\u5c64\u67b6\u69cb\u3002.<\/p>\n\n<h3>\u9577\u6642\u9593\u904b\u884c\u7684\u6709\u72c0\u614b\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n<p>\u7531\u65bc\u4ee3\u7406\u5f15\u64ce\u7ba1\u7406\u6703\u8a71\u548c\u8a18\u61b6\u5eab\uff0c\u4ee3\u7406\u53ef\u4ee5\u8de8\u5c0d\u8a71\u8a18\u4f4f\u4e0a\u4e0b\u6587\uff0c\u4e26\u904b\u884c\u9577\u6642\u9593\u7684\u3001\u6709\u72c0\u614b\u7684\u9032\u7a0b\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u63d0\u793a\u3002\u5982\u679c\u60a8\u6b63\u5728\u5efa\u7acb\u9019\u7a2e\u985e\u578b\u7684\u4ee3\u7406\uff0c <a href=\"https:\/\/jonjones.ai\/zh\/%e8%87%aa%e5%8b%95%e5%8c%96\/%e8%87%aa%e4%b8%bb%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86%e6%8c%87%e5%8d%97\/\">\u81ea\u4e3b\u4eba\u5de5\u667a\u6167\u4ee3\u7406<\/a> \u5c0d\u65bc\u904b\u884c\u6642\u9593\u9577\u9054\u6578\u5c0f\u6642\u6216\u6578\u5929\u7684\u5834\u666f\uff0c\u9019\u7a2e\u53d7\u7ba1\u72c0\u614b\u662f\u4e00\u500b\u771f\u6b63\u7684\u512a\u52e2\u2014\u2014\u4f60\u7121\u9700\u91cd\u65b0\u767c\u660e\u8cc7\u6599\u5eab\u548c\u4f5c\u696d\u4f47\u5217\u3002.<\/p>\n\n<h3>\u5177\u5099\u4f01\u696d\u5b89\u5168\u9632\u8b77\u63aa\u65bd\u7684\u9762\u5411\u5ba2\u6236\u7684\u4ee3\u7406<\/h3>\n<p>\u7531\u65bc\u6cbb\u7406\u6a5f\u5236\u5df2\u5167\u5efa\u65bc\u5e73\u53f0\uff0c\u60a8\u53ef\u4ee5\u5b89\u6392\u4ee3\u7406\u76f4\u63a5\u9762\u5c0d\u771f\u5be6\u5ba2\u6236\uff0c\u5e73\u53f0\u5df2\u9810\u5148\u8655\u7406\u597d\u5b58\u53d6\u63a7\u5236\u3001\u7a3d\u6838\u8ffd\u8e64\u548c\u8cc7\u6599\u99d0\u7559\u898f\u5247\uff0c\u7121\u9700\u4e8b\u5f8c\u65b0\u589e\u3002\u5c0d\u65bc\u9280\u884c\u6216\u91ab\u9662\u800c\u8a00\uff0c\u9019\u4e00\u9ede\u81f3\u95dc\u91cd\u8981\u2014\u2014\u9019\u4e9b\u4fdd\u969c\u63aa\u65bd\u4e26\u975e\u9326\u4e0a\u6dfb\u82b1\uff0c\u800c\u662f\u6cd5\u5f8b\u8981\u6c42\u3002\u9019\u65e2\u662f\u5e73\u53f0\u7684\u771f\u6b63\u512a\u52e2\uff0c\u4e5f\u662f\u5176\u76ee\u6a19\u4f7f\u7528\u8005\u7fa4\u9ad4\u6700\u6e05\u6670\u7684\u9ad4\u73fe\u3002\u7576\u5408\u898f\u5de5\u5177\u6210\u70ba\u5176\u6838\u5fc3\u529f\u80fd\u6642\uff0c\u60a8\u770b\u5230\u7684\u4fbf\u662f\u4f01\u696d\u7d1a\u8edf\u9ad4\u3002.<\/p>\n\n<p>Vertex AI Agent Builder \u7684\u80fd\u529b\u4e0a\u9650\u5f88\u9ad8\u3002\u554f\u984c\u5f9e\u4f86\u4e0d\u5728\u65bc\u5b83\u662f\u5426\u5177\u5099\u9019\u4e9b\u80fd\u529b\u3002 <em>\u80fd<\/em> \u505a\u4e9b\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u4e8b\u3002\u554f\u984c\u5728\u65bc\uff0c\u70ba\u4e86\u505a\u5230\u9019\u4e00\u9ede\uff0c\u4f60\u9700\u8981\u4ed8\u51fa\u591a\u5c11\u4ee3\u50f9\u2014\u2014\u91d1\u9322\u3001\u6642\u9593\u4ee5\u53ca\u5ba2\u6236\u9396\u5b9a\u6210\u672c\u3002\u5c0d\u65bc\u55ae\u4eba\u4f01\u696d\u800c\u8a00\uff0c\u9019\u4e09\u9805\u6210\u672c\u8207\u64c1\u6709\u96f2\u7aef\u5718\u968a\u548c\u5408\u898f\u9810\u7b97\u7684\u516c\u53f8\u622a\u7136\u4e0d\u540c\u3002.<\/p>\n\n<h2>Vertex AI Agent Builder \u7684\u771f\u6b63\u76ee\u6a19\u4f7f\u7528\u8005\u662f\u54ea\u4e9b\u4eba\uff1f<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s3-who-for.jpg\" alt=\"\u4f01\u696d\u5718\u968a\u5927\u898f\u6a21\u4f7f\u7528 Vertex AI Agent Builder\" \/><\/figure>\n<p>\u6211\u5c31\u76f4\u8aaa\u4e86\uff0c\u56e0\u70ba\u9019\u90e8\u5206\u5167\u5bb9\u80fd\u70ba\u60a8\u7bc0\u7701\u6700\u591a\u6642\u9593\u3002. <strong>Vertex AI Agent Builder \u5be6\u969b\u4e0a\u662f\u70ba\u5df2\u7d93\u5728 Google Cloud \u4e0a\u904b\u884c\u7684\u4f01\u696d\u6e96\u5099\u7684\u3002.<\/strong> \u5982\u679c\u4ee5\u4e0a\u63cf\u8ff0\u7b26\u5408\u4f60\u7684\u60c5\u6cc1\uff0c\u90a3\u9ebc\u9019\u662f\u4e00\u500b\u4e0d\u932f\u7684\u9078\u64c7\u3002\u5982\u679c\u4e0d\u662f\uff0c\u8acb\u5148\u7e7c\u7e8c\u95b1\u8b80\u63a5\u4e0b\u4f86\u7684\u5169\u90e8\u5206\u518d\u505a\u6c7a\u5b9a\u3002.<\/p>\n\n<p>\u5982\u679c\u60a8\u7b26\u5408\u4ee5\u4e0b\u5927\u90e8\u5206\u689d\u4ef6\uff0c\u90a3\u9ebc\u60a8\u5c31\u662f\u6211\u5011\u6b63\u5728\u5c0b\u627e\u7684\u5ba2\u6236\uff1a<\/p>\n\n<ul>\n<li><strong>\u60a8\u5df2\u7d93\u5728\u4f7f\u7528 Google Cloud \u4e86\u3002.<\/strong> \u60a8\u7684\u8cc7\u6599\u5132\u5b58\u5728 BigQuery \u4e2d\uff0c\u60a8\u7684\u8eab\u5206\u9a57\u8b49\u5728 Google IAM \u4e2d\uff0c\u60a8\u7684\u5718\u968a\u719f\u6089\u63a7\u5236\u53f0\u3002\u8a72\u5e73\u53f0\u6700\u5927\u7684\u512a\u52e2\u5728\u65bc\u5b83\u8207 GCP \u6280\u8853\u5806\u758a\u7684\u7dca\u5bc6\u6574\u5408\u2014\u2014\u4f46\u9019\u53ea\u6709\u5728\u60a8\u5df2\u7d93\u5728\u4f7f\u7528 GCP \u7684\u60c5\u6cc1\u4e0b\u624d\u6709\u610f\u7fa9\u3002.<\/li>\n<li><strong>\u4f60\u5011\u6709\u958b\u767c\u4eba\u54e1\u3002.<\/strong> \u6700\u5f37\u5927\u7684\u65b9\u6cd5\uff08ADK\uff09\u662f\u7a0b\u5f0f\u78bc\u512a\u5148\u3002\u5373\u4f7f\u662f\u4f4e\u7a0b\u5f0f\u78bc\u7684 Agent Studio\uff0c\u4e5f\u80fd\u5f9e\u80fd\u5920\u95b1\u8b80\u914d\u7f6e\u4e26\u8abf\u8a66\u5931\u6557\u7684\u63a5\u5730\u547c\u53eb\u7684\u4eba\u54e1\u90a3\u88e1\u7372\u76ca\u532a\u6dfa\u3002.<\/li>\n<li><strong>\u60a8\u6709\u8cc7\u6599\u6cbb\u7406\u548c\u5408\u898f\u65b9\u9762\u7684\u9700\u6c42\u3002.<\/strong> \u4f01\u696d\u6cbb\u7406\u3001\u5b58\u53d6\u63a7\u5236\u548c\u53ef\u5be9\u8a08\u6027\u662f\u5176\u4e3b\u8981\u529f\u80fd\u3002\u5982\u679c\u6cd5\u52d9\u5718\u968a\u95dc\u6ce8\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\uff0c\u9019\u5c07\u662f\u4e00\u500b\u8ce3\u9ede\u3002\u4f46\u5982\u679c\u60a8\u662f\u55ae\u6253\u7368\u9b25\u7684\u500b\u9ad4\u7d93\u71df\u8005\uff0c\u9019\u4e9b\u529f\u80fd\u5c0d\u60a8\u4f86\u8aaa\u6beb\u7121\u7528\u8655\u3002.<\/li>\n<li><strong>\u60a8\u6b63\u5728\u5927\u898f\u6a21\u904b\u884c\u8907\u96dc\u7684\u591a\u667a\u80fd\u9ad4\u7cfb\u7d71\u3002.<\/strong> \u8a55\u8ad6\u8005\u4e00\u81f4\u6307\u51fa\uff0c\u5c0d\u65bc\u9700\u8981\u5354\u8abf\u591a\u500b\u4ee3\u7406\u7684\u7d44\u7e54\u4f86\u8aaa\uff0c\u9019\u662f\u4e00\u500b\u6b63\u78ba\u7684\u9078\u64c7\uff1b\u800c\u5c0d\u65bc\u53ea\u9700\u8981\u4e00\u500b\u4ee3\u7406\u5b8c\u6210\u4e00\u9805\u5de5\u4f5c\u7684\u5718\u968a\u4f86\u8aaa\uff0c\u5247\u6709\u9ede\u6bba\u96de\u7528\u725b\u5200\u4e86\u3002.<\/li>\n<\/ul>\n\n<p>\u6ce8\u610f\u5176\u4e2d\u7684\u898f\u5f8b\uff1a\u6bcf\u4e00\u500b\u90fd\u662f\u4e00\u500b <em>\u7d44\u7e54<\/em> \u662f\u7279\u6027\uff0c\u800c\u4e0d\u662f\u4efb\u52d9\u3002\u9019\u5c31\u662f\u95dc\u9375\u6240\u5728\u3002\u4f01\u696d\u7d1a\u5e73\u53f0\u7684\u5b9a\u50f9\u3001\u6587\u4ef6\u548c\u652f\u63f4\u90fd\u662f\u91dd\u5c0d\u4f01\u696d\u7d1a\u7684\u3002\u9019\u672c\u8eab\u4e26\u6c92\u6709\u932f\u2014\u2014\u53ea\u662f\u91cd\u8981\u7684\u662f\uff0c\u5728\u4f60\u82b1\u4e00\u5468\u6642\u9593\u89aa\u8eab\u9ad4\u9a57\u4e4b\u524d\uff0c\u5148\u5f04\u6e05\u695a\u81ea\u5df1\u7ad9\u5728\u54ea\u4e00\u908a\u3002.<\/p>\n\n<style>#kt-layout-idnl_vtx_mid > .kt-row-column-wrap{align-content:start;}:where(#kt-layout-idnl_vtx_mid > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}#kt-layout-idnl_vtx_mid > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var( --global-kb-row-default-top, 25px );padding-bottom:var( --global-kb-row-default-bottom, 25px );padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;grid-template-columns:repeat(2, minmax(0, 1fr));}#kt-layout-idnl_vtx_mid{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;overflow:clip;isolation:isolate;}#kt-layout-idnl_vtx_mid > .kt-row-layout-overlay{border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-right-radius:16px;border-bottom-left-radius:16px;}#kt-layout-idnl_vtx_mid{background-color:#0f2a2e;}#kt-layout-idnl_vtx_mid > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){#kt-layout-idnl_vtx_mid > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){#kt-layout-idnl_vtx_mid > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}<\/style>\n<div class=\"wp-block-kadence-rowlayout alignnone\">\n<style>.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col,.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col{flex-direction:column;}.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnnl_vtx_mid_img{position:relative;}@media all and (max-width: 1024px){.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnnl_vtx_mid_img > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-1\"><div class=\"kt-inside-inner-col\">\n\n<figure class=\"wp-block-image size-medium\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/06\/newsletter-cta-ai-playbook.jpg\" alt=\"\u6f5b\u5728\u5ba2\u6236\u958b\u767c\u4eba\u5de5\u667a\u6167\u624b\u518a\" \/><\/figure>\n\n<\/div><\/div>\n\n<style>.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col{border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;}.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col,.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col{flex-direction:column;}.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col:before{opacity:0.3;}.kadence-columnnl_vtx_mid_txt{position:relative;}@media all and (max-width: 1024px){.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-columnnl_vtx_mid_txt > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column inner-column-2\"><div class=\"kt-inside-inner-col\">\n\n<h3 class=\"wp-block-heading has-text-color\" style=\"color:#ffffff\">\u53d6\u5f97\u6211\u7528\u4f86\u7d93\u71df10\u500b\u54c1\u724c\u7684AI\u7b56\u7565\u624b\u518a<\/h3>\n\n\n<p class=\"has-text-color\" style=\"color:#c8e6e6\">\u6211\u81ea\u4e3b\u7d93\u71df\u696d\u52d9\u80cc\u5f8c\u7684\u5b8c\u6574\u6280\u8853\u5806\u758a\u3001\u63d0\u793a\u548c\u5de5\u4f5c\u6d41\u7a0b\u2014\u2014\u5b8c\u5168\u514d\u8cbb\u3002\u6c92\u6709\u5ee2\u8a71\uff0c\u53ea\u6709\u5be6\u5be6\u5728\u5728\u7684\u8b49\u64da\u3002\u76f4\u63a5\u767c\u9001\u5230\u60a8\u7684\u90f5\u7bb1\u3002.<\/p>\n\n<div class='fluentform ff-default fluentform_wrapper_8 ffs_default_wrap'><form data-form_id=\"8\" id=\"fluentform_8\" class=\"frm-fluent-form fluent_form_8 ff-el-form-top ff_form_instance_8_1 ff-form-loading ffs_default\" data-form_instance=\"ff_form_instance_8_1\" method=\"POST\" action=\"\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">\u5f15\u6d41\u5de5\u5177 - AI \u7b56\u7565\u624b\u518a<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='5807' \/><input type=\"hidden\" id=\"_fluentform_8_fluentformnonce\" name=\"_fluentform_8_fluentformnonce\" value=\"7c6ece31d2\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/zh\/wp-json\/wp\/v2\/posts\/5807\" \/><div class='ff-el-group'><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_8_email\" class=\"ff-el-form-control\" placeholder=\"\u60a8\u7684\u96fb\u5b50\u90f5\u4ef6\u5730\u5740\" data-name=\"email\"  aria-invalid=\"false\" aria-required=\"true\"><\/div><\/div><div class='ff-el-group ff-text-left ff_submit_btn_wrapper ff_submit_btn_wrapper_custom'><button class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_style wpf_has_custom_css\" type=\"submit\" name=\"custom_submit_button-8_1\" data-name=\"custom_submit_button-8_1\"  aria-label=\"\u53d6\u5f97\u64cd\u4f5c\u624b\u518a\">\u53d6\u5f97\u64cd\u4f5c\u624b\u518a<\/button><style>form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit { background-color:#00ff88;border-color:#00ff88;color:#0a0a14;min-width:100%; }form.fluent_form_8 .wpf_has_custom_css.ff-btn-submit:hover { background-color:#00cc6a;border-color:#00cc6a;color:#0a0a14;min-width:100%; } <\/style><\/div><\/fieldset><input type=\"hidden\" name=\"trp-form-language\" value=\"zh\"\/><\/form><div id='fluentform_8_errors' class='ff-errors-in-stack ff_form_instance_8_1 ff-form-loading_errors ff_form_instance_8_1_errors'><\/div><\/div>            <script type=\"text\/javascript\">\n                window.fluent_form_ff_form_instance_8_1 = {\"id\":\"8\",\"settings\":{\"layout\":{\"labelPlacement\":\"top\",\"helpMessagePlacement\":\"with_label\",\"errorMessagePlacement\":\"inline\",\"asteriskPlacement\":\"asterisk-right\"},\"restrictions\":{\"denyEmptySubmission\":{\"enabled\":false}}},\"form_instance\":\"ff_form_instance_8_1\",\"form_id_selector\":\"fluentform_8\",\"rules\":{\"email\":{\"required\":{\"value\":true,\"message\":\"This field is required\"},\"email\":{\"value\":true,\"message\":\"Please enter a valid email address\"}}},\"debounce_time\":300};\n                            <\/script>\n            \n\n<\/div><\/div>\n\n<\/div>\n\n\n<h2>\u500b\u4eba\u5275\u696d\u8005\u73fe\u5be6\u6aa2\u9a57\uff1a\u9677\u9631<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s4-catch.jpg\" alt=\"\u7368\u7acb\u5275\u696d\u8005\u9762\u81e8 Vertex AI Agent Builder \u7684\u8907\u96dc\u8a08\u8cbb\u554f\u984c\" \/><\/figure>\n<p>\u4ee5\u4e0b\u662f\u7522\u54c1\u9801\u9762\u4e0d\u6703\u7528\u7c97\u9ad4\u6a19\u793a\u7684\u5167\u5bb9\u3002\u9019\u88e1\u9762\u6709\u4e09\u500b\u9677\u9631\uff0c\u5c0d\u81ea\u71df\u5546\u4f86\u8aaa\uff0c\u6bcf\u4e00\u500b\u90fd\u662f\u5be6\u5be6\u5728\u5728\u7684\u554f\u984c\u3002.<\/p>\n\n<h3>1. \u8a08\u8cbb\u65b9\u5f0f\u662f\u56db\u8c61\u9650\u8a08\u91cf\uff0c\u800c\u975e\u50f9\u683c\u8a08\u91cf\u3002<\/h3>\n<p>Vertex AI Agent Builder \u6c92\u6709\u56fa\u5b9a\u7684\u6708\u8cbb\u3002\u60a8\u6309\u6708\u4ed8\u8cbb\u3002 <strong>\u56db\u500b\u7368\u7acb\u7684\u8a08\u91cf\u5668\uff0c\u4f7f\u7528\u8005\u63d0\u51fa\u7684\u4e00\u500b\u554f\u984c\u53ef\u4ee5\u89f8\u767c\u6240\u6709\u56db\u500b\u8a08\u91cf\u5668\u3002<\/strong>:<\/p>\n\n<ul>\n<li><strong>Agent Engine \u904b\u4f5c\u6642<\/strong> \u2014 \u6bcf vCPU \u5c0f\u6642 $0.0864\uff0c\u52a0\u4e0a\u6bcf GB \u5c0f\u6642\u8a18\u61b6\u9ad4 $0.0090\uff0c\u4ee5\u7dad\u6301\u4ee3\u7406\u7a0b\u5f0f\u7684\u6b63\u5e38\u904b\u4f5c\u3002 \uff08\u514d\u8cbb\u5957\u9910\u6bcf\u6708\u5305\u542b 50 \u500b vCPU \u5c0f\u6642\u548c 100 GB \u5c0f\u6642\u3002\uff09<\/li>\n<li><strong>\u6703\u8a71\u548c\u8a18\u61b6\u5eab<\/strong> \u2014 \u6bcf 1,000 \u500b\u4e8b\u4ef6\u6216\u8a18\u61b6\u9700\u8981 $0.25\uff0c\u5982\u679c\u4f60\u7684\u4ee3\u7406\u4eba\u80fd\u5920\u8a18\u4f4f\u56de\u5408\u9593\u7684\u4efb\u4f55\u5167\u5bb9\uff08\u5b83\u61c9\u8a72\u80fd\u5920\u8a18\u4f4f\uff09\u3002.<\/li>\n<li><strong>\u9802\u9ede\u4eba\u5de5\u667a\u6167\u641c\u5c0b<\/strong> \u6a19\u6e96\u641c\u5c0b\u6bcf 1000 \u6b21\u67e5\u8a62\u7684\u6210\u672c\u7d04\u70ba $1.50 \u7f8e\u5143\uff0c\u800c\u4f01\u696d\u7d1a\u641c\u5c0b\uff08\u542b\u751f\u6210\u5f0f\u7b54\u6848\uff09\u6bcf 1000 \u6b21\u67e5\u8a62\u7684\u6210\u672c\u5247\u9ad8\u9054 $4.00 \u81f3 $6.00 \u7f8e\u5143\u5de6\u53f3\u3002\u5c0d\u65bc\u771f\u6b63\u7684\u667a\u6167\u4ee3\u7406\u4f86\u8aaa\uff0c\u57fa\u790e\u67b6\u69cb\u642d\u5efa\u901a\u5e38\u662f\u6700\u5927\u7684\u6210\u672c\u652f\u51fa\u3002.<\/li>\n<li><strong>\u57fa\u91d1\u6703\u6a21\u578b\u4ee3\u5e63<\/strong> \u2014 \u9664\u4e86\u4ee5\u4e0a\u6240\u6709\u8cbb\u7528\u5916\uff0c\u6bcf\u500b\u578b\u865f\u9084\u9700\u984d\u5916\u652f\u4ed8\u7d04 $1.00 \u7f8e\u5143\/GB\/\u6708\u7684\u641c\u5c0b\u7d22\u5f15\u5132\u5b58\u8cbb\u7528\u3002.<\/li>\n<\/ul>\n\n<p>\u5408\u7406\u7684\u652f\u51fa\u7bc4\u570d\u5f9e\u6e2c\u8a66\u671f\u9593\u7684\u5e7e\u7f8e\u5206\u5230 <strong>\u751f\u7522\u652f\u63f4\u4ee3\u7406\u6bcf\u6708\u6536\u5165 $500\u2013$2,000+<\/strong> \u2014\u2014\u800c\u4e14\u78ba\u5be6\u6709\u6848\u4f8b\u8a18\u9304\u986f\u793a\uff0c\u6709\u4e9b\u5718\u968a\u6703\u6536\u5230\u9ad8\u9054\u4e94\u4f4d\u6578\u7684\u610f\u5916\u5e33\u55ae\uff0c\u800c\u9019\u4e9b\u5e33\u55ae\u90fd\u662f\u4ed6\u5011\u5fd8\u8a18\u904b\u884c\u7684\u670d\u52d9\u7522\u751f\u7684\u3002\u5982\u679c\u7121\u6cd5\u9810\u6e2c\u5e33\u55ae\u91d1\u984d\uff0c\u5c31\u7121\u6cd5\u5be6\u73fe\u7cbe\u5be6\u71df\u904b\u3002\u9019\u8207\u2026\u2026\u5b8c\u5168\u76f8\u53cd\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e5%95%86%e6%a5%ad\/2026-%e5%b9%b4-n8n-%e5%ae%9a%e5%83%b9%e5%80%8b%e9%ab%94%e4%bc%81%e6%a5%ad%e5%ae%b6%e6%8c%87%e5%8d%97\/\">\u53ef\u9810\u6e2c\u7684\u3001\u63a5\u8fd1\u96f6\u7684\u57fa\u790e\u8a2d\u65bd\u6210\u672c<\/a> \u6211\u570d\u7e5e\u8457\u9019\u500b\u6838\u5fc3\u512a\u5316\u4e86\u6211\u7684\u6574\u500b\u8266\u968a\u3002.<\/p>\n\n<h3>2. \u8a2d\u5b9a\u6642\u9593\u4ee5\u5929\u8a08\u7b97\uff0c\u800c\u4e0d\u662f\u4ee5\u5206\u9418\u8a08\u7b97\u3002<\/h3>\n<p>\u7528\u6236\u7e3d\u9ad4\u8a55\u5206\u7d04\u70ba 4.3 \u5206\uff08\u6eff\u5206 5 \u5206\uff09\uff0c\u6700\u5e38\u898b\u7684\u5169\u500b\u62b1\u6028\u662f\u5b9a\u50f9\u8907\u96dc\u548c\u2026 <strong>\u9661\u5ced\u7684\u5b78\u7fd2\u66f2\u7dda<\/strong>. \u4e00\u4f4d\u8a55\u8ad6\u54e1\u7684\u6280\u8853\u9577\u82b1\u4e86\u591a\u5c11\u9322 <em>\u4e09\u5929<\/em> \u53ea\u662f\u5b89\u6392\u4e00\u500b\u5ba2\u670d\u4eba\u54e1\u89e3\u7b54\u95dc\u65bc\u5167\u90e8\u6587\u4ef6\u7684\u554f\u984c\uff0d\u4e0d\u662f\u8a2d\u8a08\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4e5f\u4e0d\u662f\u958b\u767c\u4efb\u4f55\u8907\u96dc\u7684\u529f\u80fd\uff0c\u53ea\u662f\u8b93\u5e95\u5c64\u67b6\u69cb\u904b\u4f5c\u8d77\u4f86\u3002\u5c0d\u81ea\u71df\u5546\u4f86\u8aaa\uff0c\u4e09\u5929\u7684\u642d\u5efa\u6642\u9593\u5c31\u610f\u5473\u8457\u4e09\u5929\u7121\u6cd5\u7528\u65bc\u670d\u52d9\u5ba2\u6236\u6216\u51fa\u8ca8\u3002.<\/p>\n\n<h3>3. \u9019\u7a2e\u9396\u5b9a\u662f\u7d50\u69cb\u6027\u7684\u3002<\/h3>\n<p>\u8a72\u5e73\u53f0\u7684\u6240\u6709\u512a\u9ede\u90fd\u6e90\u81ea\u65bc\u5b83\u8207 Google Cloud \u7684\u6df1\u5ea6\u6574\u5408\u3002\u4f46\u9019\u7a2e\u512a\u52e2\u4e5f\u6070\u6070\u662f\u5b83\u7684\u9677\u9631\uff1a\u4f60\u7684\u4ee3\u7406\u5546\u3001\u8cc7\u6599\u3001\u8eab\u5206\u9a57\u8b49\u548c\u8a08\u8cbb\u90fd\u5132\u5b58\u5728 GCP \u5167\u90e8\u3002\u65e5\u5f8c\u9077\u79fb\u610f\u5473\u8457\u9700\u8981\u91cd\u65b0\u67b6\u69cb\uff0c\u800c\u4e0d\u662f\u532f\u51fa\u3002\u5c0d\u5927\u578b\u4f01\u696d\u4f86\u8aaa\uff0c\u9019\u6216\u8a31\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u6b0a\u8861\u3002\u4f46\u5c0d\u65bc\u9700\u8981\u4fdd\u6301\u654f\u6377\u7684\u500b\u9ad4\u7d93\u71df\u8005\u800c\u8a00\uff0c\u5c07\u6574\u500b\u81ea\u52d5\u5316\u5806\u758a\u62bc\u6ce8\u65bc\u55ae\u4e00\u96f2\u7aef\u4f9b\u61c9\u5546\uff0c\u662f\u9700\u8981\u4e3b\u52d5\u627f\u64d4\u7684\u98a8\u96aa\uff0c\u800c\u975e\u5076\u7136\u4e4b\u8209\u3002.<\/p>\n\n<h2>\u6211\u6703\u5148\u9078\u64c7\u66f4\u8f15\u7684\u66ff\u4ee3\u54c1\u3002<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s5-alternatives.jpg\" alt=\"\u500b\u9ad4\u7d93\u71df\u8005\u7684\u8f15\u91cf\u7d1a Vertex AI Agent Builder \u66ff\u4ee3\u65b9\u6848\" \/><\/figure>\n<p>\u5982\u679c\u4f60\u662f\u7368\u7acb\u5275\u696d\u8005\u6216\u5c0f\u578b\u5718\u968a\uff0c\u53ea\u9700\u8981\u4e00\u500b\u4ee3\u7406\u4eba\u4f86\u5b8c\u6210\u67d0\u9805\u5de5\u4f5c\uff0c\u4ee5\u4e0b\u662f\u6211\u5be6\u969b\u6703\u5efa\u7acb\u7684\u65b9\u6848\u2014\u2014\u4ee5\u53ca\u6bcf\u500b\u65b9\u6848\u7684\u9069\u7528\u5834\u666f\u3002.<\/p>\n\n<h3>Claude Agent SDK\u2014\u7576\u60a8\u60f3\u8981\u771f\u6b63\u638c\u63a7\u4e00\u5207\u537b\u53c8\u4e0d\u60f3\u627f\u64d4\u96f2\u7a05\u6642<\/h3>\n<p>\u5982\u679c\u4f60\u61c2\u4e00\u9ede\u7a0b\u5f0f\u8a2d\u8a08\u6216Vibe Code\uff0c <a href=\"https:\/\/jonjones.ai\/zh\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7\/%e5%85%8b%e5%8b%9e%e5%be%b7%e4%bb%a3%e7%90%86-sdk-%e6%8c%87%e5%8d%97-2026\/\">Claude Agent SDK<\/a> \u5b83\u70ba\u60a8\u63d0\u4f9b\u4e86\u4e00\u500b\u529f\u80fd\u5f37\u5927\u3001\u80fd\u5920\u4f7f\u7528\u5404\u7a2e\u5de5\u5177\u7684\u4ee3\u7406\uff0c\u800c\u4e14\u5b8c\u5168\u7121\u9700\u64d4\u5fc3\u6309\u6d41\u91cf\u8a08\u8cbb\u7684\u554f\u984c\u3002\u60a8\u53ea\u9700\u81ea\u5099\u5bc6\u9470\uff0c\u6309\u4ee4\u724c\u4ed8\u8cbb\uff0c\u4e26\u4e14\u7121\u9700\u7d81\u5b9a\u5230\u4efb\u4f55\u96f2\u7aef\u63a7\u5236\u53f0\u3002\u9019\u6b63\u662f\u6211\u4e00\u76f4\u4ee5\u4f86\u5805\u6301\u7684\u300c\u8cfc\u8cb7\u9084\u662f\u81ea\u5efa\u300d\u7684\u539f\u5247\uff1a\u7576\u4efb\u52d9\u55ae\u4e00\u6642\uff0c\u5c08\u6ce8\u7684 SDK \u6bd4\u9f90\u5927\u7684\u5e73\u53f0\u66f4\u5177\u512a\u52e2\u3002.<\/p>\n\n<h3>n8n \u2014 \u7576\u5de5\u4f5c\u5167\u5bb9\u662f\u9023\u63a5\u61c9\u7528\u7a0b\u5f0f\u548c\u50b3\u8f38\u8cc7\u6599\u6642<\/h3>\n<p>\u5f88\u591a\u300c\u6211\u9700\u8981\u4e00\u500bAI\u4ee3\u7406\u300d\u7684\u9700\u6c42\u5be6\u969b\u4e0a\u662f\u300c\u6211\u9700\u8981\u9023\u63a5\u5e7e\u500b\u61c9\u7528\u7a0b\u5f0f\u4e26\u6dfb\u52a0\u4e00\u4e9b\u667a\u6167\u300d\u3002\u9019\u6b63\u662fn8n\u7684\u512a\u52e2\u6240\u5728\u3002\u5b83\u4ecb\u9762\u76f4\u89c0\uff0c\u6bcf\u6708\u53ea\u9700\u5e7e\u7f8e\u5143\u5373\u53ef\u81ea\u8a17\u7ba1\uff0c\u4e26\u4e14\u53ef\u4ee5\u6839\u64da\u9700\u8981\u96a8\u6642\u63d2\u5165\u6a21\u578b\u3002\u6211\u7684\u5927\u90e8\u5206\u9023\u63a5\u7cfb\u7d71\u90fd\u904b\u884c\u5728\u9019\u88e1\u2014\u2014\u8a73\u60c5\u8acb\u53c3\u95b1\u6211\u7684\u6587\u7ae0\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e5%95%86%e6%a5%ad\/%e4%bc%81%e6%a5%ad%e5%b0%8e%e5%90%91%e7%9a%84-ai-%e5%b7%a5%e5%85%b7%e5%af%a6%e9%9a%9b%e5%a0%86%e7%96%8a-2026\/\">\u771f\u6b63\u9a45\u52d5\u6211\u696d\u52d9\u7684\u4eba\u5de5\u667a\u6167\u5de5\u5177<\/a>.<\/p>\n\n<h3>\u7121\u7a0b\u5f0f\u78bc\u4ee3\u7406\u5efa\u69cb\u5668\uff0d\u7576\u60a8\u62d2\u7d55\u7de8\u5beb\u7a0b\u5f0f\u78bc\u6642<\/h3>\n<p>\u5982\u679c\u9023\u7de8\u5beb\u8a2d\u5b9a\u6a94\u90fd\u884c\u4e0d\u901a\uff0c\u90a3\u9ebc\u9084\u6709\u4e00\u6574\u985e\u65b9\u6cd5\u53ef\u4f9b\u9078\u64c7\u3002 <a href=\"https:\/\/jonjones.ai\/zh\/%e8%87%aa%e5%8b%95%e5%8c%96\/%e7%84%a1%e7%a8%8b%e5%bc%8f%e7%a2%bc%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%bb%a3%e7%90%86%e5%80%8b%e9%ab%94%e5%89%b5%e6%a5%ad%e8%80%85%e6%8c%87%e5%8d%97-2026\/\">\u7121\u7a0b\u5f0f\u78bc\u4eba\u5de5\u667a\u6167\u4ee3\u7406<\/a> \u9019\u4e9b\u5de5\u5177\u7121\u9700\u4efb\u4f55 GCP \u8a2d\u5b9a\u5373\u53ef\u5e6b\u52a9\u60a8\u8f15\u9b06\u5b8c\u6210 80% \u7684\u5de5\u4f5c\u3002\u96d6\u7136\u5b83\u5011\u6709\u4e0a\u9650\uff0c\u4f46\u5c0d\u65bc\u5927\u591a\u6578\u81ea\u50f1\u4eba\u58eb\u4f86\u8aaa\uff0c\u5728\u9054\u5230\u4e0a\u9650\u4e4b\u524d\uff0c\u60a8\u5c31\u5df2\u7d93\u80fd\u6eff\u8db3\u300c\u8db3\u5920\u597d\u300d\u7684\u9700\u6c42\u4e86\u3002.<\/p>\n\n<p>\u7d93\u904e\u5341\u500b\u54c1\u724c\u7684\u6e2c\u8a66\uff0c\u6211\u5f97\u51fa\u7684\u771f\u5be6\u7d50\u8ad6\u662f\uff1a\u5408\u9069\u7684\u5de5\u5177\u5e7e\u4e4e\u5f9e\u4f86\u90fd\u4e0d\u662f\u6700\u5927\u7684\u5de5\u5177\uff0c\u800c\u662f\u6700\u5c0f\u5de7\u3001\u6700\u53ef\u9760\u7684\u5de5\u5177\u3002. <strong>\u5982\u679c\u4f60\u76ef\u8457 Vertex AI Agent Builder\uff0c\u60f3\u77e5\u9053\u5b83\u662f\u5426\u5c0d\u4f60\u7684\u5be6\u969b\u9700\u6c42\u4f86\u8aaa\u592a\u8907\u96dc\uff0c\u90a3\u9ebc\u5f88\u53ef\u80fd\u5c31\u662f\u5982\u6b64\u2014\u2014\u800c\u9078\u64c7\u932f\u8aa4\u7684\u5806\u758a\u662f\u6211\u898b\u904e\u7684\u55ae\u4eba\u64cd\u4f5c\u54e1\u72af\u7684\u6700\u6602\u8cb4\u7684\u932f\u8aa4\u3002.<\/strong> \u5982\u679c\u4f60\u4e0d\u60f3\u5192\u96aa\uff0c, <a href=\"https:\/\/jonjones.ai\/zh\/%e9%a0%90%e7%b4%84%e6%9c%83%e8%ad%b0\/\">\u9810\u7d04\u81ea\u52d5\u5316\u7b56\u7565\u6703\u8b70<\/a> \u6211\u6703\u6e96\u78ba\u5730\u544a\u8a34\u4f60\u54ea\u6b3e\u5806\u758a\u6700\u9069\u5408\u4f60\u7684\u5de5\u4f5c\u2014\u2014\u4e0d\u6703\u5f37\u8feb\u4f60\u4f7f\u7528\u904e\u5927\u7684\u7522\u54c1\u3002.<\/p>\n\n<h2>Vertex AI Agent Builder\u3001Claude Agent SDK \u548c n8n\uff1a\u5feb\u901f\u5c0d\u6bd4<\/h2>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/jonjones.ai\/wp-content\/uploads\/2026\/07\/vertex-ai-agent-builder-s6-comparison.jpg\" alt=\"Vertex AI Agent Builder \u8207 Claude Agent SDK \u548c n8n \u7684\u6bd4\u8f03\" \/><\/figure>\n<p>\u540c\u6a23\u7684\u5de5\u4f5c\uff0c\u9700\u8981\u4e09\u7a2e\u622a\u7136\u4e0d\u540c\u7684\u5de5\u5177\u3002\u4ee5\u4e0b\u662f\u7c21\u8981\u7684\u6c7a\u7b56\u904e\u7a0b\u3002.<\/p>\n\n<figure class=\"wp-block-table\"><table>\n<thead><tr><th>\u56e0\u7d20<\/th><th>Vertex AI Agent Builder<\/th><th>Claude Agent SDK<\/th><th>n8n<\/th><\/tr><\/thead>\n<tbody>\n<tr><td><strong>\u6700\u9069\u5408<\/strong><\/td><td>\u5728 Google Cloud \u4e0a\u6eff\u8db3\u6cbb\u7406\u9700\u6c42\u7684\u4f01\u696d<\/td><td>\u9700\u8981\u529f\u80fd\u5f37\u5927\u7684\u7de8\u78bc\u4ee3\u7406\u7684\u5efa\u69cb\u8005<\/td><td>\u9023\u7d50\u61c9\u7528\u7a0b\u5f0f + \u5c07\u4eba\u5de5\u667a\u6167\u878d\u5165\u5de5\u4f5c\u6d41\u7a0b<\/td><\/tr>\n<tr><td><strong>\u5b9a\u50f9\u6a21\u5f0f<\/strong><\/td><td>4\u500b\u7528\u91cf\u8a08\u91cf\u8868\uff0c\u5373\u7528\u5373\u4ed8\uff0c\u96e3\u4ee5\u9810\u6e2c<\/td><td>\u6bcf\u500b\u4ee4\u724c\uff0c\u81ea\u5099\u5bc6\u9470<\/td><td>\u514d\u8cbb\u7684\u81ea\u67b6\u6216\u6241\u5e73\u5316\u96f2\u7aef\u65b9\u6848<\/td><\/tr>\n<tr><td><strong>\u6bcf\u6708\u5178\u578b\u8cbb\u7528<\/strong><\/td><td>\u751f\u7522\u7528\u91cf\u70ba $500\u2013$2,000+\uff1b\u5cf0\u503c\u53ef\u80fd\u66f4\u9ad8<\/td><td>\u5927\u591a\u6578\u55ae\u4eba\u4f7f\u7528\u9700\u8981\u82b1\u8cbb\u6578\u5341\u7f8e\u5143<\/td><td>~$5 \u81ea\u8a17\u7ba1\uff1b\u96f2\u7aef\u4f4e\u50f9\u5957\u9910<\/td><\/tr>\n<tr><td><strong>\u6e96\u5099\u5de5\u4f5c<\/strong><\/td><td>\u9ad8\u2014\u2014\u5929\u6578\uff0cGCP \u63a7\u5236\u53f0 + \u914d\u7f6e<\/td><td>\u4f4e\u5230\u4e2d\u7b49\u96e3\u5ea6\uff0d\u4e00\u500bSDK\u548c\u4e00\u500b\u91d1\u9470<\/td><td>\u4f4e \u2014 \u53ef\u8996\u5316\u5efa\u69cb\u5668<\/td><\/tr>\n<tr><td><strong>\u9700\u8981\u7a0b\u5f0f\u8a2d\u8a08<\/strong><\/td><td>\u662f\u7684\uff0c\u9700\u8981\u771f\u6b63\u7684\u5f37\u5927\u529f\u80fd\uff08ADK\uff09\uff1b\u4e00\u4e9b\u4f4e\u7a0b\u5f0f\u78bc<\/td><td>\u71c8\u5149\u7de8\u78bc\/\u6c23\u6c1b\u7de8\u78bc<\/td><td>\u5e7e\u4e4e\u6c92\u6709<\/td><\/tr>\n<tr><td><strong>\u9396\u5b9a<\/strong><\/td><td>\u9ad8\u6df1\u5ea6 GCP \u96c6\u6210<\/td><td>\u4f4e\u4fbf\u651c<\/td><td>Low \u2014 \u81ea\u8a17\u7ba1\u3001\u958b\u6e90<\/td><\/tr>\n<tr><td><strong>\u9069\u5408\u500b\u9ad4\u7d93\u71df\u8005<\/strong><\/td><td>\u901a\u5e38\u904e\u7336\u4e0d\u53ca<\/td><td>\u5f37\u7684<\/td><td>\u5f37\u7684<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n<p>\u5982\u679c\u60a8\u5728 GCP \u4e0a\u64c1\u6709\u5718\u968a\u4e26\u6709\u5408\u898f\u6027\u9700\u6c42\uff0c\u5de6\u5074\u6b04\u5c07\u70ba\u60a8\u63d0\u4f9b\u5207\u5be6\u53ef\u884c\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4f46\u5c0d\u65bc\u5927\u591a\u6578\u7368\u81ea\u7d93\u71df\u7684\u4eba\u4f86\u8aaa\uff0c\u53f3\u5074\u5169\u500b\u6b04\u4f4d\u5c07\u5e6b\u52a9\u60a8\u66f4\u5feb\u3001\u66f4\u7d93\u6fdf\u5730\u5be6\u73fe\u76ee\u6a19\uff0c\u4e26\u4e14\u907f\u514d\u7522\u751f\u7121\u6cd5\u9810\u4f30\u7684\u8cbb\u7528\u3002.<\/p>\n\n<h2>\u5e38\u898b\u554f\u984c\u89e3\u7b54<\/h2>\n\n<h3>Vertex AI Agent Builder \u662f\u514d\u8cbb\u7684\u55ce\uff1f<\/h3>\n<p>\u4e26\u975e\u5b8c\u5168\u514d\u8cbb\uff0c\u4f46\u60a8\u53ef\u4ee5\u5148\u514d\u8cbb\u8a66\u7528\u3002 Google Cloud \u65b0\u5ba2\u6236\u53ef\u7372\u5f97\u9ad8\u9054 $300 \u7684\u514d\u8cbb\u984d\u5ea6\uff0c\u800c\u5feb\u901f\u6a21\u5f0f\u53ef\u8b93\u60a8\u5728\u4e0d\u555f\u7528\u8a08\u8cbb\u7684\u60c5\u6cc1\u4e0b\u4f7f\u7528\u6838\u5fc3\u5de5\u5177\uff0c\u4f46\u9700\u9075\u5b88\u914d\u984d\u9650\u5236\uff08\u6700\u591a 10 \u500b\u4ee3\u7406\u5f15\u64ce\uff0c90 \u5929\u4f7f\u7528\u671f\u9650\uff09\u3002\u904b\u884c\u6642\u4e5f\u63d0\u4f9b\u5c11\u91cf\u514d\u8cbb\u984d\u5ea6\u3002\u4f46\u5be6\u969b\u751f\u7522\u74b0\u5883\u4e2d\u7684\u4ee3\u7406\u5546\u6703\u4ee5\u56db\u500b\u8a08\u91cf\u55ae\u4f4d\u8a08\u8cbb\uff0c\u56e0\u6b64\u4e00\u65e6\u4e0a\u7dda\uff0c\u300c\u514d\u8cbb\u300d\u5c31\u7d50\u675f\u4e86\u3002.<\/p>\n\n<h3>\u6211\u9700\u8981\u61c2\u7a0b\u5f0f\u8a2d\u8a08\u55ce\uff1f<\/h3>\n<p>\u8981\u5145\u5206\u767c\u63ee\u5e73\u53f0\uff08ADK\uff09\u7684\u5168\u90e8\u529f\u80fd\uff0c\u7b54\u6848\u662f\u80af\u5b9a\u7684\u2014\u2014\u5b83\u662f\u4e00\u500b\u4ee5\u7a0b\u5f0f\u78bc\u70ba\u5148\u7684\u6846\u67b6\uff0c\u652f\u63f4 Python\u3001Go\u3001Java \u6216 TypeScript\u3002\u4f4e\u7a0b\u5f0f\u78bc\u7684 Agent Studio \u5141\u8a31\u60a8\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u4ee3\u7406\uff0c\u4f46\u60a8\u4ecd\u7136\u9700\u8981\u4e00\u4f4d\u719f\u6089 Google Cloud \u63a7\u5236\u53f0\u7684\u4eba\u54e1\u4f86\u914d\u7f6e\u63a5\u5730\u3001\u5075\u932f\u6545\u969c\u548c\u7ba1\u7406\u7d50\u7b97\u3002\u5b83\u4e26\u975e\u81ea\u50f1\u8005\u6240\u7406\u89e3\u7684\u90a3\u7a2e\u300c\u7121\u4ee3\u78bc\u300d\u5de5\u5177\u3002\u201c<\/p>\n\n<h3>\u5c0d\u5c0f\u578b\u4f01\u696d\u4f86\u8aaa\u503c\u5f97\u55ce\uff1f<\/h3>\n<p>\u5927\u591a\u6578\u60c5\u6cc1\u4e0b\uff0c\u7b54\u6848\u662f\u5426\u5b9a\u7684\u3002\u5982\u679c\u60a8\u5df2\u7d93\u6df1\u5ea6\u4f7f\u7528 Google Cloud\uff0c\u4e26\u4e14\u64c1\u6709\u958b\u767c\u4eba\u54e1\u548c\u5408\u898f\u6027\u65b9\u9762\u7684\u652f\u6301\uff0c\u90a3\u9ebc\u5b83\u503c\u5f97\u8a8d\u771f\u8003\u616e\u3002\u4f46\u5982\u679c\u60a8\u662f\u7368\u7acb\u5275\u696d\u8005\u6216\u5c0f\u578b\u5718\u968a\uff0c\u53ea\u9700\u8981\u4e00\u500b\u4ee3\u7406\u5546\u4f86\u8655\u7406\u7279\u5b9a\u4efb\u52d9\uff0c\u90a3\u9ebc\u9ad8\u6602\u7684\u8a2d\u5b9a\u6210\u672c\u3001\u6bcf\u6708\u56db\u5c0f\u6642\u7684\u8a08\u8cbb\u4ee5\u53ca GCP \u7684\u9396\u5b9a\u6548\u61c9\uff0c\u90fd\u8b93\u5b83\u6210\u70ba\u932f\u8aa4\u7684\u9996\u9078\u3002\u5efa\u8b70\u60a8\u5148\u9078\u64c7\u4e00\u500b\u66f4\u8f15\u91cf\u7d1a\u3001\u66f4\u53ef\u9810\u6e2c\u7684\u5de5\u5177\uff0c\u53ea\u6709\u5728\u5be6\u969b\u9700\u6c42\u8d85\u51fa\u5176\u80fd\u529b\u7bc4\u570d\u6642\u518d\u5347\u7d1a\u3002.<\/p>\n\n<h3>Vertex AI Agent Builder \u548c Gemini Enterprise Agent Platform \u6709\u4ec0\u9ebc\u4e0d\u540c\uff1f<\/h3>\n<p>\u5b83\u5011\u672c\u8cea\u4e0a\u662f\u540c\u4e00\u56de\u4e8b\u3002\u57282026\u5e74\u7684Cloud Next\u5927\u6703\u4e0a\uff0cGoogle\u5c07Vertex AI Agent Builder\u66f4\u540d\u70baGemini Enterprise Agent Platform\uff0c\u4e26\u5c07Agentspace\u6574\u5408\u5230\u5176\u4e2d\u3002\u670d\u52d9\u548c\u5b9a\u50f9\u7dad\u6301\u4e0d\u8b8a\uff0c\u53ea\u6709\u540d\u7a31\u548c\u5305\u88dd\u65b9\u5f0f\u6709\u6240\u6539\u8b8a\u3002\u73fe\u6709\u5ba2\u6236\u7121\u9700\u9077\u79fb\u3002.<\/p>\n\n<h2>\u6700\u5f8c\u7e3d\u7d50\uff1a\u8cfc\u8cb7\u9069\u5408\u5de5\u4f5c\u7684\u5de5\u5177<\/h2>\n<p>Vertex AI Agent Builder 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\n\n<\/div><\/div>\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Vertex AI Agent Builder \u662f\u8c37\u6b4c\u70ba\u4f01\u696d\u7528\u6236\u6253\u9020\u3001\u90e8\u7f72\u548c\u7ba1\u7406 AI 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