{"id":31304,"date":"2025-09-16T16:20:30","date_gmt":"2025-09-16T08:20:30","guid":{"rendered":"https:\/\/aicats.wiki\/?p=31304"},"modified":"2025-09-16T16:20:31","modified_gmt":"2025-09-16T08:20:31","slug":"vertex-ai%e5%8a%9f%e8%83%bd%e5%85%a8%e8%a7%a3%e6%9e%90%ef%bc%9a%e4%b8%ad%e5%b0%8f%e4%bc%81%e6%a5%ad%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8vertex-ai%e5%af%a6%e7%8f%be%e6%a5%ad%e5%8b%99%e8%87%aa%e5%8b%95","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/09\/16\/31304-html","title":{"rendered":"Vertex AI\u529f\u80fd\u5168\u89e3\u6790\uff1a\u4e2d\u5c0f\u4f01\u696d\u5982\u4f55\u5229\u7528Vertex AI\u63d0\u5347\u696d\u52d9\u81ea\u52d5\u5316\u63d0\u5347\u7af6\u722d\u529b\uff1f"},"content":{"rendered":"

Vertex AI<\/a><\/strong>\u662fGoogle Cloud\u70ba\u4f01\u696d\u6253\u9020\u7684\u5168\u65b9\u4f4dAI\u5e73\u53f0<\/a>\uff0c\u96c6\u8cc7\u6599\u6e96\u5099\u3001\u8a13\u7df4\u3001\u90e8\u7f72\u548c\u76e3\u63a7\u65bc\u4e00\u9ad4\uff0c\u6975\u5927\u964d\u4f4e\u4e86AI\u61c9\u7528\u9580\u6abb\uff0c\u5c24\u5176\u9069\u5408\u4e2d\u5c0f\u4f01\u696d\u3002\u672c\u6587\u89e3\u6790\u4e86Vertex AI\u7684\u6838\u5fc3\u529f\u80fd\uff08\u5982AutoML\u3001RAG\u6280\u8853\u3001\u751f\u6210\u5f0fAI\uff09<\/strong>\u8207\u4e3b\u8981\u751f\u614b\u512a\u52e2\uff0c\u4e26\u8a73\u8ff0\u5176\u5728\u667a\u6167\u5ba2\u670d\u3001\u81ea\u52d5\u5316\u8cc7\u6599\u5206\u6790\u3001\u884c\u92b7\u81ea\u52d5\u7522\u751f\u53ca\u4f01\u696d\u77e5\u8b58\u7ba1\u7406<\/strong>\u7b49\u696d\u52d9\u81ea\u52d5\u5316\u5834\u666f\u7684\u843d\u5730\u65b9\u6cd5\u3002\u900f\u904e\u5be6\u969b\u64cd\u4f5c\u6b65\u9a5f\u8aaa\u660e\u8207\u6210\u529f\u6848\u4f8b\u5206\u6790\uff0c\u51f8\u986fVertex AI\u5982\u4f55\u5e6b\u52a9\u4f01\u696d\u7bc0\u7701\u4eba\u529b\u6210\u672c\u3001\u63d0\u5347\u6548\u7387\u3001\u5f37\u5316\u7af6\u722d\u529b<\/strong>\u3002\u672a\u4f86\u501f\u52a9AI\u81ea\u52d5\u5316\uff0c\u4f01\u696d\u80fd\u66f4\u8f15\u9b06\u5be6\u73fe\u6578\u4f4d\u8f49\u578b\u3002<\/p>\n\n\n\n

\"Vertex<\/figure>\n\n\n\n

Vertex AI\u5e73\u53f0\u6838\u5fc3\u529f\u80fd<\/h2>\n\n\n\n

\u4e00\u7ad9\u5f0fAI\u958b\u767c\u8207\u90e8\u7f72\u74b0\u5883<\/h3>\n\n\n\n

Vertex AI<\/strong>\u662fGoogle Cloud\u7684\u5168\u65b9\u4f4dAI\u8207\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u5c08\u70ba\u4f01\u696d\u7528\u6236\u8a2d\u8a08\uff0c\u5c07\u8cc7\u6599\u6e96\u5099\u3001\u6a21\u578b\u8a13\u7df4\u3001\u90e8\u7f72\u8207\u76e3\u63a7<\/strong>\u6574\u5408\u5230\u55ae\u4e00\u5e73\u53f0\uff0c\u5927\u5e45\u964d\u4f4eAI\u9580\u6abb\u3002<\/p>\n\n\n\n

\"Vertex
\u5716\uff0fVertex AI \u5e73\u53f0\u4ecb\u9762\u622a\u5716<\/a><\/figcaption><\/figure>\n\n\n\n

\u9810\u8a13\u7df4\u6a21\u578b\u8207AutoML\u5de5\u5177<\/h3>\n\n\n\n

\u5167\u5efa\u5404\u985e\u9810\u8a13\u7df4\u6a21\u578b<\/strong>\uff08\u5982\u5f71\u50cf\u3001\u6587\u5b57\u3001\u8a9e\u97f3\u8fa8\u8b58\uff09\u53caAutoML\u81ea\u52d5\u5316\u5efa\u6a21\u5de5\u5177<\/strong>\uff0c\u5373\u4f7f\u7121AI\u958b\u767c\u7d93\u9a57\u4e5f\u80fd\u5feb\u901f\u5efa\u7acb\u5c08\u5c6c\u6a21\u578b\uff0c\u964d\u4f4e\u4e2d\u5c0f\u4f01\u696d\u6210\u672c\u3002<\/p>\n\n\n\n

\"AutoML\u5de5\u5177\"
\u5716\uff0fAutoML\u5de5\u5177<\/figcaption><\/figure>\n\n\n\n

\u9748\u6d3bAPI\u4e32\u63a5\u8207\u6d41\u7a0b\u81ea\u52d5\u5316<\/h3>\n\n\n\n

\u652f\u63f4REST API\u548cPython\/R SDK<\/strong>\u7b49\u591a\u7a2e\u4e32\u5217\u65b9\u5f0f\uff0c\u8f15\u9b06\u6574\u5408\u81f3\u4f01\u696d\u73fe\u6709\u7cfb\u7d71\uff0c\u4e26\u53ef\u81ea\u52d5\u5316\u57f7\u884cETL\u3001\u6279\u6b21\u9810\u6e2c\u3001\u7570\u5e38\u63d0\u9192\u7b49\u4efb\u52d9<\/strong>\u3002<\/p>\n\n\n\n

\"\u9748\u6d3bAPI\u4e32\u63a5\"
\u5716\uff0f\u9748\u6d3bAPI\u4e32\u63a5<\/figcaption><\/figure>\n\n\n\n

\u5f37\u5927RAG\u8207\u751f\u6210\u5f0fAI\u80fd\u529b<\/h3>\n\n\n\n

\u6574\u5408Google\u81ea\u5bb6RAG\uff08\u6aa2\u7d22\u589e\u5f37\u751f\u6210\uff09\u6280\u8853<\/strong>\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u5f0f\uff08\u5982Gemini\uff09\uff0c\u652f\u63f4\u5feb\u901f\u90e8\u7f72\u4f01\u696d\u77e5\u8b58\u5eab\u3001\u667a\u6167\u554f\u7b54\u548c\u5ba2\u670dBot\uff0c\u63a8\u52d5\u77e5\u8b58\u81ea\u52d5\u5316\u3002<\/p>\n\n\n\n

\"\u6a21\u578b\u529f\u80fd\u6574\u5408\"
\u5716\uff0f\u6a21\u578b\u529f\u80fd\u6574\u5408<\/figcaption><\/figure>\n\n\n\n
\u4e3b\u8981\u529f\u80fd<\/th>\u8aaa\u660e<\/th>\u9069\u7528\u5834\u666f<\/th><\/tr><\/thead>
\u6574\u5408\u578bAI\u5e73\u53f0<\/td>\u4e00\u7ad9\u5f0f\u8986\u84cb\u8cc7\u6599\u81f3\u6a21\u578b\u90e8\u7f72\u5168\u6d41\u7a0b<\/td>\u4f01\u696dAI\u81ea\u52d5\u5316\u5168\u5834\u666f<\/td><\/tr>
AutoML\/\u9810\u8a13\u7df4\u6a21\u578b<\/td>\u7121\u9700\u5c08\u696d\u80fd\u529b\u5373\u53ef\u5efa\u6a21<\/td>\u5feb\u901f\u5c0e\u5165\u3001\u7f3a\u4e4fAI\u4eba\u624d\u7684\u4f01\u696d<\/td><\/tr>
API\u8207SDK\u652f\u6301<\/td>REST API\u3001Python SDK\u63a5\u53e3<\/td>\u7cfb\u7d71\u6574\u5408\u3001\u64f4\u5145ERP\/CRM<\/td><\/tr>
RAG\u6aa2\u7d22\u589e\u5f37\u751f\u6210<\/td>\u667a\u6167\u641c\u5c0b\u3001\u6587\u5b57\u6458\u8981\u3001\u77e5\u8b58\u63d0\u53d6<\/td>\u6587\u4ef6\u641c\u5c0b\u3001\u77e5\u8b58\u7ba1\u7406<\/td><\/tr>
\u751f\u6210\u5f0fAI\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b<\/td>\u652f\u63f4Gemini\/GPT\u6a21\u578b\uff0c\u81ea\u52d5\u5c0d\u8a71\/\u6587\u5b57\u751f\u6210<\/td>\u667a\u6167\u5ba2\u670d\u3001\u884c\u92b7\u5167\u5bb9\u751f\u6210<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u6b32\u4e86\u89e3\u8a73\u7d30\u8cc7\u8a0a\u8acb\u898bGoogle Cloud Vertex AI \u5b98\u65b9\u9801\u9762<\/a><\/p>\n\n\n\n

\u4e2d\u5c0f\u4f01\u696d\u5982\u4f55\u7528Vertex AI\u5be6\u73fe\u696d\u52d9\u81ea\u52d5\u5316\uff1f<\/h2>\n\n\n\n

\u667a\u6167\u5ba2\u670d\u8207\u81ea\u52d5\u56de\u61c9<\/h3>\n\n\n\n

\u900f\u904eVertex AI<\/strong>\u5feb\u901f\u90e8\u7f72\u81ea\u7136\u8a9e\u8a00\u5ba2\u670dBot\uff0c\u53ea\u9700\u4e0a\u50b3\u5e38\u898b\u554f\u984c\u6216\u653f\u7b56\u6a94\u6848\u81f3RAG\u77e5\u8b58\u5eab\uff0cAI\u53ef\u81ea\u52d5\u7522\u751f\u6a19\u6e96\u5316\u56de\u7b54\uff0c\u5927\u5e45\u6e1b\u5c11\u4eba\u5de5\u5ba2\u670d\u6295\u5165<\/strong>\u3002<\/p>\n\n\n\n

\u81ea\u52d5\u5316\u6578\u64da\u5206\u6790\u8207\u5546\u696d\u6d1e\u5bdf<\/h3>\n\n\n\n

\u5229\u7528AutoML\uff0c\u81ea\u52d5\u5206\u6790\u884c\u92b7\u3001\u6703\u54e1\u53ca\u71df\u904b\u6578\u64da<\/strong>\uff0c\u5be6\u73fe\u5982\u5ba2\u6236\u6d41\u5931\u9810\u6e2c\u3001\u92b7\u552e\u9810\u6e2c\u3001\u5eab\u5b58\u512a\u5316\u7b49\u81ea\u52d5\u63d0\u9192\u3002<\/p>\n\n\n\n

\u5167\u5bb9\u7522\u751f\u8207\u884c\u92b7\u81ea\u52d5\u5316<\/h3>\n\n\n\n

\u501f\u529b\u751f\u6210\u5f0fAI\uff0c\u53ef\u81ea\u52d5\u8f38\u51fa\u793e\u7fa4\u5167\u5bb9\u3001\u96fb\u5b50\u5831\u3001\u63a8\u5ee3\u6a19\u984c\u53caSEO\u6587\u7ae0<\/strong>\uff0c\u8b93\u884c\u92b7\u66f4\u6709\u6548\u7387\uff0c\u4eba\u529b\u53ef\u5c08\u6ce8\u7b56\u7565\u3002<\/p>\n\n\n\n

\u4f01\u696d\u5167\u90e8\u77e5\u8b58\u7ba1\u7406\u8207\u667a\u6167\u641c\u5c0b<\/h3>\n\n\n\n

\u900f\u904eRAG\u5efa\u69cb\u667a\u6167\u641c\u5c0b\u7cfb\u7d71\uff0c\u54e1\u5de5\u53ef\u7528\u81ea\u7136\u8a9e\u8a00\u5c0b\u627e\u516c\u53f8\u653f\u7b56\u3001\u7522\u54c1\u6216\u8a13\u7df4\u5167\u5bb9<\/strong>\uff0c\u77e5\u8b58\u50b3\u905e\u6d41\u7a0b\u5b8c\u5168\u81ea\u52d5\u5316\u3002<\/p>\n\n\n\n

\u61c9\u7528\u9818\u57df<\/th>AI\u81ea\u52d5\u5316\u8209\u4f8b<\/th>\u9810\u671f\u6548\u76ca<\/th><\/tr><\/thead>
\u5ba2\u670d<\/td>Bot\u6392\u9664\u91cd\u8907\u554f\u984c\u3001\u667a\u80fd\u56de\u590d<\/td>\u7bc0\u7701\u4eba\u529b\u3001\u52a0\u901f\u56de\u61c9<\/td><\/tr>
\u884c\u8eca<\/td>\u5167\u5bb9\u751f\u6210\u3001\u4e3b\u984c\u898f\u5283\u5354\u4f5c\u3001\u667a\u6167\u5206\u773e\u63a8\u85a6<\/td>\u7522\u80fd\u7ffb\u500d\u3001\u7cbe\u6e96\u884c\u92b7<\/td><\/tr>
\u6578\u64da\u5206\u6790<\/td>\u9810\u6e2c\u8da8\u52e2\u3001\u81ea\u52d5\u5206\u7d1a\u5ba2\u6236<\/td>\u964d\u4f4e\u4e1f\u55ae\u7387<\/td><\/tr>
\u4eba\u529b\u8cc7\u6e90<\/td>\u667a\u6167\u6aa2\u7d22\u624b\u518a\u3001\u653f\u7b56<\/td>\u65b0\u9032\u54e1\u5de5\u5feb\u901f\u878d\u5165<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Vertex AI\u5c0e\u5165\u6d41\u7a0b\u8207\u64cd\u4f5c\u8981\u9818<\/h2>\n\n\n\n

\u5feb\u901f\u555f\u7528\u8207\u8a2d\u5b9a<\/h3>\n\n\n\n
    \n
  1. \u958b\u901aGoogle Cloud\u5e33\u865f<\/strong>\uff0c\u9032\u5165Vertex AI\u5100\u8868\u677f<\/a>\u3002<\/li>\n\n\n\n
  2. \u9078\u64c7\u696d\u52d9\u9700\u6c42\u76f8\u7b26\u7684AI\u65b9\u6848\u3002<\/li>\n\n\n\n
  3. \u6578\u64da\u5c0e\u5165<\/strong>\uff1a\u4e0a\u50b3\u672c\u6a5f\u8cc7\u6599\u6216\u4e32\u63a5BigQuery\u3001Drive\u3001Cloud Storage\u3002<\/li>\n\n\n\n
  4. \u6574\u5408API\u5230\u73fe\u6709\u7cfb\u7d71\uff0c\u555f\u52d5\u81ea\u52d5\u5316\u4efb\u52d9\u3002<\/li>\n<\/ol>\n\n\n\n
    \"Vertex
    \u5716\uff0fVertex AI\u5100\u8868\u677f<\/a><\/figcaption><\/figure>\n\n\n\n

    \u6a21\u578b\u8a13\u7df4\u8207\u90e8\u7f72\u81ea\u52d5\u5316<\/h3>\n\n\n\n
      \n
    1. \u501f\u52a9AutoML<\/strong>\u81ea\u52d5\u512a\u5316\uff0c\u7121\u9700\u7de8\u7a0b\u5373\u53ef\u8a13\u7df4\u6a21\u578b\u3002<\/li>\n\n\n\n
    2. \u6a21\u578b\u5b8c\u6210\u5f8c\uff0c\u4e00\u9375\u90e8\u7f72\u70baAPI\uff0c\u6574\u5408\u7cfb\u7d71\u3002<\/li>\n\n\n\n
    3. \u900f\u904e\u76e3\u63a7\u8207A\/B\u6e2c\u8a66<\/strong>\u529f\u80fd\uff0c\u6a21\u578b\u8868\u73fe\u4e0d\u4f73\u6642\u7cfb\u7d71\u81ea\u52d5\u63d0\u9192\u8abf\u6574\u3002<\/li>\n<\/ol>\n\n\n\n

      \u5de5\u4f5c\u6d41\u7a0b\u81ea\u52d5\u5316\u8a2d\u8a08<\/h3>\n\n\n\n
        \n
      1. \u7528Vertex AI Pipeline<\/strong>\u8a2d\u8a08\u6d41\u7a0b\uff0c\u4f8b\u5982\u81ea\u52d5\u6293\u65b0\u8cc7\u6599\u3001\u5206\u6790\u3001\u5236\u5831\u544a\u3001\u81ea\u52d5\u90f5\u4ef6\u3002<\/li>\n\n\n\n
      2. \u652f\u63f4\u4e8b\u4ef6\u89f8\u767c<\/strong>\uff0c\u5982\u5eab\u5b58\u5728\u9810\u8b66\u7dda\u6642\u81ea\u52d5\u901a\u77e5\u63a1\u8cfc\u3002<\/li>\n<\/ol>\n\n\n\n
        \u6b65\u9a5f<\/th>\u8aaa\u660e<\/th><\/tr><\/thead>
        \u555f\u7528\u670d\u52d9<\/td>\u958b\u901aGoogle Cloud+Vertex AI\u5e33\u865f<\/td><\/tr>
        \u8cc7\u6599\u6e96\u5099<\/td>\u4e0a\u50b3\/\u4e32\u63a5\u5167\u90e8\u5916\u90e8\u6578\u64da<\/td><\/tr>
        \u8a13\u7df4AI\u6a21\u578b<\/td>AutoML\u6216\u81ea\u8a02\u4e00\u9375\u8a13\u7df4<\/td><\/tr>
        \u6a21\u578b\u90e8\u7f72<\/td>\u4e00\u9375\u767c\u5e03API\/\u6574\u5408\u4f01\u696d\u7cfb\u7d71<\/td><\/tr>
        \u81ea\u52d5\u5316\u4efb\u52d9\u8a2d\u8a08<\/td>Pipeline\u3001\u89f8\u767c\u5668\u3001AI\u97ff\u61c9\u5167\u5bb9<\/td><\/tr>
        AI\u76e3\u63a7\u8207\u512a\u5316<\/td>\u7cfb\u7d71\u81ea\u52d5\u76e3\u63a7\u3001\u8abf\u6574\u63d0\u9192<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

        Vertex AI\u8f14\u52a9\u4f01\u696d\u6578\u4f4d\u8f49\u578b\u7684\u6210\u529f\u6848\u4f8b<\/h2>\n\n\n\n

        \u4f01\u696d\u77e5\u8b58\u7ba1\u7406\uff1a\u5168\u516c\u53f8\u653f\u7b56\u5feb\u901f\u5c0b\u627e<\/h3>\n\n\n\n

        \u53f0\u7063\u67d0\u8cc7\u8a0a\u516c\u53f8\u7528Vertex AI RAG<\/strong>\u4e0a\u50b3\u7e41\u96dc\u653f\u7b56\u548cSOP\uff0c\u54e1\u5de5\u900f\u904eLine\/Slack\u7b49\u5c0dAI\u767c\u554f\uff0c\u5e7e\u79d2\u5373\u67e5\u5230\u5c0d\u61c9\u898f\u5247\uff0c\u6e9d\u901a\u6548\u7387\u986f\u8457\u63d0\u5347<\/strong>\u3002<\/p>\n\n\n\n

        \u667a\u6167\u884c\u92b7\u81ea\u52d5\u5316\uff1a\u9ad8\u6548\u7387\u5167\u5bb9\u7522\u51fa<\/h3>\n\n\n\n

        \u5ee3\u544a\u4ee3\u7406\u5546\u7d50\u5408\u751f\u6210\u5f0fAI\u81ea\u52d5\u7522\u51fa\u591a\u8a9e\u8a00\u5ee3\u544a\u6587\u6848\u3001EDM\u7b49\uff0c\u5c08\u6848\u4ea4\u4ed8\u901f\u5ea6\u63d0\u534740%\uff0cROI\u5927\u5e45\u63d0\u5347\u3002<\/p>\n\n\n\n

        \u667a\u6167\u5ba2\u670d\uff1a24\u5c0f\u664280%\u4ee5\u4e0a\u81ea\u52d5\u89e3\u7b54<\/h3>\n\n\n\n

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        \"\u4f7f\u7528\u8005\u6848\u4f8b\"
        \u5716\uff0f\u4f7f\u7528\u8005\u6848\u4f8b<\/figcaption><\/figure>\n\n\n\n
        \u6848\u4f8b\u4f01\u696d<\/th>\u90e8\u7f72AI\u985e\u578b<\/th>\u7bc0\u7701\u6210\u672c<\/th>\u71df\u904b\u6548\u7387\u6539\u5584<\/th><\/tr><\/thead>
        \u8cc7\u8a0a\u516c\u53f8<\/td>\u5167\u90e8\u77e5\u8b58\u667a\u80fd\u641c\u5c0b<\/td>-20%\u4eba\u529b<\/td>\u67e5\u8a62\u6548\u73873\u500d<\/td><\/tr>
        \u5ee3\u544a\u516c\u53f8<\/td>\u884c\u92b7\u5167\u5bb9\u81ea\u52d5\u751f\u6210<\/td>-30%\u5beb\u4f5c\u6210\u672c<\/td>\u7522\u51fa+40%<\/td><\/tr>
        \u96fb\u5546<\/td>\u5ba2\u670dAI\u77e5\u8b58\u5eab<\/td>-50%\u5ba2\u670d\u4eba\u529b<\/td>\u53cd\u61c9\u6642\u9593-70%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

        Vertex AI\u6253\u9020\u7af6\u722d\u529b\u7684\u4e94\u5927\u512a\u52e2<\/h2>\n\n\n\n
          \n
        • \u4f4e\u6280\u8853\u9580\u6abb<\/strong>\uff0c\u975e\u5de5\u7a0b\u5e2b\u4e5f\u80fd\u5feb\u901f\u5c0e\u5165AI<\/li>\n\n\n\n
        • \u5f48\u6027API\u6574\u5408<\/strong>\uff0c\u9069\u914d\u8001\u820a\u8207\u65b0\u7cfb\u7d71<\/li>\n\n\n\n
        • \u529f\u80fd\u8c50\u5bcc\u53ef\u6db5\u84cb\u5ba2\u670d\u3001\u884c\u92b7\u3001\u6578\u64da\u5206\u6790\u7b49\u696d\u52d9\u5834\u666f<\/strong><\/li>\n\n\n\n
        • \u96f2\u7aef\u539f\u751f\u5f48\u6027\u64f4\u5bb9\u8207\u6210\u672c\u53ef\u63a7<\/strong>\uff0c\u975e\u5e38\u9069\u5408\u4e2d\u5c0f\u4f01\u696d<\/li>\n\n\n\n
        • \u9ad8\u5b89\u5168\u5408\u898f\uff0c\u8cc7\u6599\u4fdd\u8b77\u7b49\u7d1a\u4f01\u696d\u53ef\u653e\u5fc3\u4f7f\u7528<\/strong><\/li>\n<\/ul>\n\n\n\n

          Google\u4ea6\u6301\u7e8c\u8c50\u5bccVertex AI<\/strong>\u751f\u614b\uff0c\u651c\u624bSaaS\u53caRAG\u5408\u4f5c\u5925\u4f34\u70ba\u4f01\u696d\u63d0\u4f9b\u591a\u5143\u89e3\u6c7a\u65b9\u6848\uff0c\u8b93\u4e2d\u5c0f\u4f01\u696d\u80fd\u4ee5\u4f4e\u98a8\u96aa\u64c1\u62b1AI\u8ce6\u80fd\u3002<\/p>\n\n\n\n

          \u5728AI\u79d1\u6280\u65e5\u76ca\u666e\u53ca\u8207\u8f49\u578b\u6d6a\u6f6e\u4e0b\uff0cVertex AI\u70ba\u4e2d\u5c0f\u4f01\u696d\u63d0\u4f9b\u4e86\u5373\u6642\u843d\u5730\u3001\u5be6\u7528\u6613\u7528\u3001\u9ad8\u81ea\u52d5\u5316\u7684\u4e00\u7ad9\u5f0fAI\u5e73\u53f0<\/strong>\u3002\u53ea\u8981\u7d50\u5408\u81ea\u8eab\u696d\u52d9\u9700\u6c42\u7cbe\u78ba\u8a55\u4f30\u61c9\u7528\u5834\u666f\uff0c\u5584\u7528Vertex AI\u5f37\u5927\u529f\u80fd\uff0c\u5373\u53ef\u4f4e\u9580\u6abb\u9ad8\u6548\u7387\u5b8c\u6210\u6578\u4f4d\u8207\u81ea\u52d5\u5316\u8f49\u578b\uff0c\u589e\u5f37\u5e02\u5834\u7af6\u722d\u529b<\/strong>\u3002<\/p>\n\n\n\n

          <\/p>","protected":false},"excerpt":{"rendered":"

          Vertex AI\u662fGoogle Cloud\u4e3a\u4f01\u4e1a\u6253\u9020\u7684\u5168\u65b9\u4f4dAI\u5e73\u53f0\uff0c\u96c6\u6570\u636e\u51c6\u5907\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u548c\u76d1\u63a7\u4e8e\u4e00\u4f53\uff0c\u6781 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[305],"tags":[247,336,482,324,1129],"content_visibility":[262],"class_list":["post-31304","post","type-post","status-publish","format-standard","hentry","category-ai-tools-platforms","tag-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/31304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=31304"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/31304\/revisions"}],"predecessor-version":[{"id":45592,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/31304\/revisions\/45592"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=31304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/categories?post=31304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/tags?post=31304"},{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=31304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}