\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u9700\u8981\u65b0\u7684\u6570\u5b57\u57fa\u7840\u8bbe\u65bd<\/strong><\/p>\n\u5bf9\u4e00\u4e2a\u5927\u6a21\u578b\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5982\u679c\u6ca1\u6709 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\uff0c\u610f\u5473\u7740:\u5728\u7b97\u6cd5\u548c\u5e94\u7528\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u81ea\u5df1\u642d\u5efa\u5e95\u5c42 GPU \u7b97\u529b\u8d44\u6e90\u7684\u8c03\u5ea6\u3001\u5b58\u50a8\u7f51\u7edc\u3001\u6a21\u578b\u7ba1\u63a7\u7b49\u4e00\u7cfb\u5217\u4f53\u7cfb\uff0c\u6574\u4f53\u5f00\u53d1\u8fc7\u7a0b\u5c06\u975e\u5e38\u539f\u59cb\u4e14\u95e8\u69db\u975e\u5e38\u9ad8\u3002<\/p>\n
\u800c\u5bf9\u4e8e\u4e00\u4e2a\u6b63\u5728\u5728\u5185\u90e8\u63a8\u884c\u5927\u6a21\u578b\u884c\u4e1a\u5e94\u7528\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u6210\u672c\u7684\u8fc5\u901f\u4e0a\u5347\uff0c\u4ee5\u53ca\u8bad\u7ec3\u6548\u7387\u7684\u96be\u4ee5\u4fdd\u8bc1\u3002<\/p>\n
\u4e00\u5e74\u65f6\u95f4\u8fc7\u53bb\uff0c\u91d1\u878d\u3001\u8425\u9500\u3001\u6c7d\u8f66\u3001\u5185\u5bb9\u3001\u6cd5\u5f8b\u3001\u529e\u516c\u7b49\u884c\u4e1a\u6b63\u5728\u79ef\u6781\u4e0e\u5927\u6a21\u578b\u505a\u7ed3\u5408\u3002\u5927\u6a21\u578b\u7684\u5f3a\u5927\u52bf\u80fd\u6210\u4e3a\u8bb8\u591a\u884c\u4e1a\u91cc\u91cd\u6784\u7ade\u4e89\u683c\u5c40\u7684\u91cd\u8981\u5f71\u54cd\u56e0\u7d20\u3002\u66f4\u5feb\u5730\u627e\u5230\u81ea\u5df1\u4e1a\u52a1\u4e0e\u5927\u6a21\u578b\u7ed3\u5408\u7684\u573a\u666f\uff0c\u5e76\u9ad8\u6548\u5730\u843d\u5730\u6267\u884c\uff0c\u6210\u4e3a\u7ade\u4e89\u7684\u5173\u952e\u3002<\/p>\n
\u4f46\u53d1\u5c55\u884c\u4e1a\u6a21\u578b\u5e76\u4e0d\u662f\u4e00\u4ef6\u987a\u5229\u7684\u4e8b\uff0c\u5982\u4eca\u4ecd\u7136\u9762\u4e34\u4e00\u7cfb\u5217\u7684\u6311\u6218\u548c\u673a\u9047:<\/p>\n
\u6570\u636e\u4e0a\uff0c\u4e0d\u540c\u884c\u4e1a\u7684\u6570\u636e\u5448\u73b0\u4e0d\u540c\u7684\u96c6\u4e2d\u5ea6\u548c\u5206\u6563\u72b6\u6001\uff0c\u6570\u636e\u51c6\u5907\u5468\u671f\u548c\u5904\u7406\u96be\u5ea6\u5404\u6709\u5343\u79cb;\u6d77\u91cf\u591a\u6a21\u6001\u7684\u6570\u636e\u5728\u8bad\u7ec3\u65f6\u5982\u4f55\u9ad8\u6548\u52a0\u8f7d\uff0c\u662f\u4e00\u4e2a\u5fc5\u987b\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n
\u5176\u6b21\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u65f6\u73af\u5883\u7684\u7a33\u5b9a\u6027\uff0c\u6545\u969c\u65ad\u70b9\u6062\u590d\u53ca\u63a5\u7eed\u8bad\u7ec3\u7684\u5904\u7406\uff0c\u5bf9\u8bad\u7ec3\u6548\u7387\u4ea7\u751f\u5f88\u5927\u5f71\u54cd;\u5728\u8bad\u7ec3\u548c\u90e8\u7f72\u73af\u8282\uff0c\u5982\u4f55\u9ad8\u6548\u7684\u8fdb\u884c\u7b97\u529b\u8c03\u5ea6\uff0c\u63d0\u5347\u7b97\u529b\u8d44\u6e90\u5229\u7528\u7387\uff0c\u4e5f\u662f\u4f01\u4e1a\u5fc5\u987b\u8003\u8651\u7684\u6210\u672c\u95ee\u9898\u3002<\/p>\n
\u4eac\u4e1c\u4e91\u5728\u897f\u5b89\u57ce\u5e02\u5927\u4f1a\u4e0a\u7684\u5206\u4eab\u79f0\uff0c\u5728\u8fc7\u53bb\u4e00\u6bb5\u65f6\u95f4\u7684\u5b9e\u8df5\u4e2d\uff0c\u4eac\u4e1c\u4e91\u53d1\u73b0\uff0c\u4ea7\u4e1a\u5927\u6a21\u578b\u7684\u6311\u6218\u4e0d\u4ec5\u4ec5\u5728\u4e8e\u6280\u672f\u672c\u8eab\uff0c\u5982\u4f55\u5c06\u6280\u672f\u4e0e\u884c\u4e1a\u5e94\u7528\u573a\u666f\u76f8\u7ed3\u5408\uff0c\u5982\u4f55\u5e73\u8861\u6210\u672c\u3001\u6548\u7387\u3001\u4f53\u9a8c\uff0c\u624d\u662f\u5927\u6a21\u578b\u884c\u4e1a\u843d\u5730\u7684\u771f\u6b63\u6311\u6218\u3002<\/strong><\/p>\n\u56de\u5f52\u5230\u6700\u57fa\u7840\u7684\u5f00\u53d1\u5c42\u9762\uff0c\u5e73\u8861\u597d\u6210\u672c\u3001\u6548\u7387\u3001\u4f53\u9a8c\uff0c\u610f\u5473\u7740\u9700\u8981\u91cd\u65b0\u89e3\u51b3\u5e76\u4f18\u5316\u4e00\u4e9b\u95ee\u9898\u3002<\/p>\n
\u4eac\u4e1c\u4e91 IaaS \u4ea7\u54c1\u7814\u53d1\u90e8\u8d1f\u8d23\u4eba\u9f9a\u4e49\u6210\u5728\u91c7\u8bbf\u4e2d\u8fdb\u4e00\u6b65\u89e3\u91ca\u79f0\uff0c\u5927\u6a21\u578b\u65f6\u4ee3\u5bf9\u5f00\u53d1\u57fa\u7840\u8bbe\u65bd\u7684\u8981\u6c42\u4e0e\u4f20\u7edf\u5df2\u7ecf\u4ea7\u751f\u4e86\u5de8\u5927\u7684\u5dee\u522b\u3002\u5728\u6548\u7387\u5c42\u9762\u4e0a\uff0c\u8fc7\u53bb AI \u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u5373\u4f7f\u662f\u76f8\u5bf9\u4f4e\u6210\u672c\u4e00\u4e9b\u7684 GPU \u4e5f\u53ef\u4ee5\u5b8c\u6210\u5f88\u591a\u76f8\u5173\u5de5\u4f5c\uff0c\u4f46\u662f\u5728\u5927\u6a21\u578b\u573a\u666f\u4e0b\uff0cAI \u5f00\u53d1\u5df2\u7ecf\u4e25\u91cd\u4f9d\u8d56 A100\u3001A800\u7b49\u9ad8\u6210\u672c GPU\uff0c\u5bf9 GPU \u7684\u7b97\u529b\u548c\u6027\u80fd\u8981\u6c42\u53d8\u5f97\u66f4\u9ad8\uff0c\u6210\u672c\u4e5f\u968f\u4e4b\u5feb\u901f\u6500\u5347\u3002<\/p>\n
\u201c\u56e0\u6b64\uff0c\u5728\u9ad8\u6602\u7684\u6210\u672c\u4e0b\uff0c\u5982\u4f55\u628a\u8fd9\u4e9b\u786c\u4ef6\u6027\u80fd\u538b\u69a8\u5230\u6781\u81f4<\/span>\uff0c\u5bf9\u4e8e\u5927\u6a21\u578b\u5f00\u53d1\u7684\u6210\u672c\u6548\u7387\u5c31\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u201d<\/p>\n\u5728\u8fc7\u5f80 AI \u7684\u5f00\u53d1\u4e2d\uff0c\u6570\u636e\u541e\u5410\u7684\u5e76\u53d1\u5ea6\u5e76\u6ca1\u6709\u50cf\u5927\u6a21\u578b\u8fd9\u4e48\u5927\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u8bb8\u591a GPU \u540c\u65f6\u5de5\u4f5c\uff0c\u56e0\u6b64\u5373\u4f7f\u672c\u8eab\u6570\u636e\u91cf\u4e0d\u5927\uff0c\u4f46\u5927\u6a21\u578b\u7684\u5e76\u53d1\u8bfb\u53d6\u4ee5\u53ca\u53ef\u80fd\u5e26\u6765\u7684\u5ef6\u8fdf\u95ee\u9898\uff0c\u5bf9\u9ad8\u6027\u80fd\u7684\u5b58\u50a8\u63d0\u51fa\u4e86\u65b0\u7684\u8981\u6c42\uff0c\u8fc7\u5f80\u7684\u5b58\u50a8\u673a\u5236\u901a\u5e38\u65e0\u6cd5\u6ee1\u8db3\u3002<\/p>\n
\u9f9a\u4e49\u6210\u8fd8\u63d0\u5230\uff0c\u7531\u4e8e\u6570\u636e\u5b58\u53d6\u8fc7\u7a0b\u4e2d\uff0c\u5982\u679c\u5ef6\u8fdf\u8d8a\u4f4e\uff0c\u90a3\u4e48\u6574\u4e2a\u6a21\u578b\u7684\u6548\u7387\u5c31\u4f1a\u66f4\u9ad8\u3002\u5982\u679c\u5229\u7528\u81ea\u7814\u7684\u667a\u80fd\u82af\u7247\uff0c\u5c31\u53ef\u5b8c\u5168\u91c7\u7528\u4f4e\u5ef6\u8fdf\u7684\u7f51\u7edc\uff0c\u90a3\u4e48\u5c31\u80fd\u5e2e\u52a9\u6574\u4e2a\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u7684\u63d0\u5347\u3002<\/p>\n
\u53e6\u5916\uff0c\u5728\u89c4\u6a21\u5c42\u9762\u4e0a\uff0c\u5343\u4ebf\u53c2\u6570\u4ee5\u4e0a\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u57fa\u672c\u90fd\u8981\u7528\u5230\u5343\u5361\u4ee5\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002\u9f9a\u4e49\u6210\u5206\u4eab\u79f0\uff0c\u8fd9\u5728\u4ee5\u5f80\u7684 AI \u5f00\u53d1\u4e2d\u662f\u6781\u5176\u5c11\u89c1\u7684\uff0c\u56e0\u6b64\u8fd9\u5bf9\u5f00\u53d1\u63d0\u51fa\u4e86\u5f88\u9ad8\u4e14\u5168\u65b0\u7684\u7ecf\u9a8c\u8981\u6c42\uff0c\u5bf9\u5e94\u7684\u5f00\u53d1\u57fa\u7840\u8bbe\u65bd\u4e5f\u5b8c\u5168\u4e0d\u4e00\u6837\u3002<\/p>\n
\u5bf9\u4e8e\u60f3\u8981\u63d0\u9ad8\u5927\u6a21\u578b\u5f00\u53d1\u6548\u7387\uff0c\u5e2e\u52a9\u5927\u6a21\u578b\u66f4\u597d\u5f97\u5728\u884c\u4e1a\u4e2d\u843d\u5730\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u4e00\u5957\u65b0\u7684\u57fa\u7840\u8bbe\u65bd\u6210\u4e3a\u4e86\u5fc5\u8981\u3002<\/p>\n
\u4eac\u4e1c\u4e91\u53d1\u5e03\u8a00\u7280 AI \u8ba1\u7b97\u5e73\u53f0<\/strong><\/p>\n9\u670826\u65e5\uff0c\u4eac\u4e1c\u5728\u897f\u5b89\u57ce\u5e02\u5927\u4f1a\u4e0a\u6b63\u5f0f\u5bf9\u5916\u53d1\u5e03\u4e86\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\uff0c\u4ea7\u54c1\u8986\u76d6\u4e86\u6570\u636e\u51c6\u5907\u3001\u6a21\u578b\u5f00\u53d1\u3001\u6a21\u578b\u8bad\u7ec3\u53ca\u6a21\u578b\u90e8\u7f72\u7684 AI \u5f00\u53d1\u5168\u6d41\u7a0b\u80fd\u529b\uff0c\u9884\u7f6e\u4e86\u4e3b\u6d41\u5f00\u6e90\u5927\u6a21\u578b\u4ee5\u53ca\u90e8\u5206\u5546\u4e1a\u5316\u5927\u6a21\u578b\uff0c\u4ee5\u53ca\u4e00\u767e\u591a\u79cd\u63a8\u7406\u5de5\u5177\u548c\u6846\u67b6\uff0c\u80fd\u591f\u6709\u6548\u964d\u4f4e\u5927\u6a21\u578b\u5f00\u53d1\u95e8\u69db\u548c\u6210\u672c\u3002<\/p>\n
\n
\u5728\u6027\u80fd\u63d0\u5347\u65b9\u9762\uff0c\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u5728\u7b97\u529b\u548c\u5b58\u50a8\u4e0a\u505a\u4e86\u8bb8\u591a\u6280\u672f\u7a81\u7834\u3002\u5728\u5e95\u5c42\uff0c\u5e73\u53f0\u80fd\u591f\u8fdb\u4e00\u6b65\u5bf9 GPU \u7b97\u529b\u8fdb\u884c\u6574\u4f53\u8c03\u5ea6\u548c\u7edf\u7b79\uff0c\u63d0\u9ad8\u5bf9\u5e73\u53f0\u7684\u5e95\u5c42\u8d44\u6e90\u4f7f\u7528\u7684\u8c03\u5ea6\u6548\u7387\u3002<\/p>\n
\u6839\u636e\u4eac\u4e1c\u4e91\u65b9\u9762\u7684\u5206\u4eab\uff0c\u7b97\u529b\u65b9\u9762\u4eac\u4e1c\u4e91\u5c06\u5728\u5e73\u53f0\u4e2d\u63d0\u4f9b\u7b2c\u4e94\u4ee3\u7684\u4e91\u4e3b\u673a\uff0c\u5404\u79cd\u9ad8\u6027\u80fd\u7684\u4ea7\u54c1\u5f62\u6001\uff0c\u53ef\u4ee5\u63d0\u4f9b\u7b97\u529b\u6700\u5927<\/span>\u53ef\u4ee5\u652f\u6301\u6570\u5341\u4e07\u7684 GPU \u8282\u70b9\u89c4\u6a21\u3002<\/strong>\u7f51\u7edc\u5c42\u9762\u5219\u901a\u8fc7\u81ea\u7814 RDMA \u62e5\u585e\u7b97\u6cd5\uff0c\u5168\u5c40\u8c03\u63a7 RDMA \u7f51\u7edc\u6d41\u91cf\u8def\u5f84\uff0c\u4e0d\u540c GPU \u8282\u70b9\u6700\u5927<\/span>\u652f\u63013.2Tbps RDMA \u7f51\u7edc\u5e26\u5bbd\uff0c\u4f20\u8f93\u65f6\u5ef6\u4f4e\u81f32us \u5de6\u53f3\u4f5c\u4e3a\u57fa\u7840\u80fd\u529b\u652f\u6491\u3002<\/p>\n\u5728\u5b58\u50a8\u65b9\u9762\uff0c\u9488\u5bf9\u5927\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u541e\u5410\u91cf\u5927\u7684\u60c5\u51b5\uff0c\u4eac\u4e1c\u4e91\u7684\u4e91\u6d77\u5206\u5e03\u5f0f\u5b58\u50a8\uff0c\u80fd\u591f\u652f\u6301\u5927\u6a21\u578b\u6d77\u91cf\u6570\u636e\u9ad8\u5e76\u53d1\u96c6\u7fa4\u8981\u6c42\uff0c\u53ef\u4ee5\u505a\u5230\u5343\u4e07\u7ea7 IOPS\uff0c\u5ef6\u8fdf\u4f4e\u81f3\u767e\u5fae\u79d2\u3002\u914d\u5408\u65b0\u7684\u5b58\u7b97\u5206\u79bb\u7684\u67b6\u6784\uff0c\u4e91\u6d77\u53ef\u4e3a\u5ba2\u6237\u8282\u7701\u6574\u4f53\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u8d8530%\uff0c\u73b0\u5df2\u5728\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001AI \u8bad\u7ec3\u7b49\u65b0\u5174\u573a\u666f\u4ee5\u53ca\u97f3\u89c6\u9891\u5b58\u50a8\u3001\u6570\u636e\u62a5\u8868\u7b49\u4f20\u7edf\u573a\u666f\u5e7f\u6cdb\u5e94\u7528\u3002<\/strong><\/p>\n\u9664\u4e86\u80fd\u591f\u4f18\u5316\u5e95\u5c42\u8d44\u6e90\uff0c\u8a00\u7280 AI \u8ba1\u7b97\u5e73\u53f0\u80fd\u591f\u5e2e\u52a9\u5927\u6a21\u578b\u5f00\u53d1\u8005\u63d0\u9ad8\u5168\u94fe\u8def\u6548\u7387\u63d0\u9ad8\uff0c\u9ad8\u6548\u5b9e\u73b0\u6570\u636e\u5904\u7406\u3001\u6a21\u578b\u5f00\u53d1\u3001\u8bad\u7ec3\u3001\u90e8\u7f72\u3001\u8bc4\u6d4b\u4ee5\u53ca\u8bad\u7ec3\u63a8\u7406\u4f18\u5316\u3001\u6a21\u578b\u5b89\u5168\u7b49\u5de5\u4f5c:<\/p>\n
\n- \n
\u5728\u6570\u636e\u7ba1\u7406\u73af\u8282\uff0c<\/strong>\u8a00\u7280\u80fd\u591f\u901a\u8fc7\u667a\u80fd\u6807\u6ce8\u6a21\u578b\u3001\u6570\u636e\u589e\u5f3a\u6a21\u578b\u3001\u6570\u636e\u8f6c\u6362\u5de5\u5177\u96c6\uff0c\u5e2e\u52a9\u6a21\u578b\u5f00\u53d1\u8005\u5b9e\u73b0\u6570\u636e\u5bfc\u5165\u3001\u6e05\u6d17\u3001\u6807\u6ce8\u4ee5\u53ca\u589e\u5f3a\u6240\u6709\u73af\u8282\uff0c\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u7684\u6570\u636e\u5bfc\u5165\u548c\u667a\u80fd\u89e3\u6790\u3001\u63d0\u4f9b\u81ea\u52a8\u3001\u534a\u81ea\u52a8\u7684\u6570\u636e\u6807\u6ce8\u80fd\u529b\u3002\u5e2e\u52a9\u89e3\u51b3\u6570\u636e\u73af\u8282\u5b58\u50a8\u5206\u6563\u3001\u6570\u636e\u683c\u5f0f\u4e0d\u4e00\u3001\u6570\u636e\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50\u3001\u4eba\u5de5\u6807\u6ce8\u6570\u636e\u6548\u7387\u4f4e\u7b49\u95ee\u9898\u3002<\/p>\n<\/li>\n- \n
\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u73af\u8282\uff0c<\/strong>\u8a00\u7280\u5e73\u53f0\u9002\u914d\u56fd\u4ea7\u786c\u4ef6\uff0c\u652f\u6301 HPC\uff0c\u96c6\u6210\u9ad8\u6027\u80fd\u6587\u4ef6\u7cfb\u7edf;\u63d0\u4f9b\u8d44\u6e90\u7684\u5206\u914d\u8c03\u5ea6\u7b56\u7565\uff0c\u4fdd\u8bc1\u786c\u4ef6\u8d44\u6e90\u88ab\u5145\u5206\u5229\u7528;\u63d0\u4f9b\u7edf\u4e00\u7684\u4ea4\u4e92\u63a5\u53e3\uff0c\u7b80\u5316\u8bad\u7ec3\u4efb\u52a1\u7684\u7ba1\u7406\u3002\u5e2e\u52a9\u89e3\u51b3\u7f51\u7edc\u548c\u7b97\u6cd5\u7684\u590d\u6742\u5ea6\u5feb\u901f\u589e\u957f\uff0c\u5e26\u6765\u8ba1\u7b97\u8d44\u6e90\u7684\u7a00\u7f3a\u548c\u6d6a\u8d39;HPC\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u9ad8\u6027\u80fd\u6587\u4ef6\u7cfb\u7edf\u3001\u5f02\u6784\u786c\u4ef6\u7684\u4f7f\u7528\u548c\u9002\u914d\u56f0\u96be;\u6a21\u578b\u8bad\u7ec3\u7684\u591a\u6837\u6027\uff0c\u8bad\u7ec3\u5b66\u4e60\u6210\u672c\u63d0\u9ad8\u7b49\u95ee\u9898\u3002<\/p>\n<\/li>\n- \n
\u65e0\u4ee3\u7801\u5f00\u53d1\u80fd\u529b\u65b9\u9762\uff0c<\/strong>\u5219\u8fdb\u4e00\u6b65\u7b80\u5316\u4ea7\u5927\u6a21\u578b\u5f00\u53d1\u8fc7\u7a0b\u3002\u7528\u6237\u80fd\u591f\u76f4\u63a5\u9009\u62e9\u5e73\u53f0\u5185\u7f6e\u7684\u5927\u6a21\u578b\uff0c\u4e0a\u4f20\u6570\u636e\u540e\uff0c\u4e4b\u540e\u7ee7\u7eed\u9009\u62e9\u8bad\u7ec3\u65b9\u5f0f\uff0c\u6307\u5b9a\u8d85\u53c2\u548c AutoML \u4e24\u79cd\u65e0\u4ee3\u7801\u8bad\u7ec3\u65b9\u5f0f\u4e4b\u4e00\u540e\uff0c\u5f97\u5230\u4e00\u4e2a\u5fae\u8c03\u6a21\u578b\u6216\u8005\u5e94\u7528\u3002<\/p>\n<\/li>\n<\/ul>\n\n- \n
\u5728\u5e94\u7528\u5c42<\/strong>\uff0c\u8a00\u7280\u5e73\u53f0\u5185\u7f6e\u4e86\u95ee\u7b54\u5f00\u53d1\u3001\u6587\u6863\u5206\u6790\u5f00\u53d1\u3001\u63d2\u4ef6\u5f00\u53d1\u7b49\u5e38\u7528\u5e94\u7528\u573a\u666f\u7684\u65e0\u4ee3\u7801\u5f00\u53d1\u5de5\u5177\u3002\u9009\u62e9\u6a21\u578b\u3001\u77e5\u8bc6\u5e93\u3001Prompt \u6a21\u7248\u4ee5\u53ca\u5f00\u53d1\u5e73\u53f0\u540e\uff0c\u4e00\u952e\u90e8\u7f72\u3002\u5e76\u4e14\u80fd\u591f\u652f\u6301\u76d1\u63a7\u3001\u8ffd\u8e2a\u6d4b\u8bd5\u4ee5\u53ca\u6d4b\u8bd5\u8bc4\u4f30\u3002<\/p>\n<\/li>\n<\/ul>\n\u6574\u4f53\u4e0a\uff0c\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u80fd\u591f\u6ee1\u8db3\u4e0d\u540c\u4e13\u4e1a\u7a0b\u5ea6\u7684\u7528\u6237\u7684\u4f7f\u7528\u9700\u6c42\u3002<\/strong>\u5bf9\u4e8e\u5927\u6a21\u578b\u7b97\u6cd5\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u80fd\u591f\u5168\u6d41\u7a0b\u652f\u6301\u4ece\u6570\u636e\u51c6\u5907\u3001\u9009\u62e9\u6a21\u578b\u3001\u4ee3\u7801\u8c03\u4f18\u3001\u90e8\u7f72\u53d1\u5e03\u7b49\u5de5\u4f5c\u3002\u5bf9\u4e8e\u5e94\u7528\u5c42\u5f00\u53d1\u8005\uff0c\u80fd\u591f\u5229\u7528\u65e0\u4ee3\u7801\u7684\u65b9\u5f0f\uff0c\u53ef\u89c6\u5316\u70b9\u6309\u9009\u62e9\u6a21\u578b\u3001\u4e0a\u4f20\u6570\u636e\u3001\u914d\u7f6e\u53c2\u6570\uff0c\u65e0\u9700\u5199\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\u4efb\u52a1\u5f15\u53d1\uff0c\u5f00\u59cb\u6a21\u578b\u4efb\u52a1\u7684\u8bad\u7ec3\uff0c\u8fdb\u800c\u964d\u4f4e\u95e8\u69db\u3002<\/p>\n\u5728\u5f15\u5165\u6a21\u578b\u65b9\u9762\uff0c\u76ee\u524d\u5e73\u53f0\u5df2\u7ecf\u5185\u7f6e\u4e86\u8a00\u7280\u3001\u661f\u706b\u3001LLama2\u7b49\u5546\u4e1a\u6a21\u578b\u4ee5\u53ca\u5f00\u6e90\u6a21\u578b\u3002\u9f9a\u4e49\u6210\u8868\u793a\uff0c\u8a00\u7280\u5bf9\u6a21\u578b\u7684\u9009\u62e9\u601d\u8def\u66f4\u503e\u5411\u4e8e\u91cd\u89c6\u8d28\u91cf\u591a\u8fc7\u6570\u91cf:\u9009\u62e9\u5404\u4e2a\u6280\u672f\u9886\u57df\u76f8\u5bf9\u4f18\u79c0\u7684\u5546\u4e1a\u6a21\u578b\uff0c\u4ee5\u53ca\u4e00\u4e9b\u56f4\u7ed5\u57fa\u7840\u6a21\u578b\u6253\u9020\u7684\u884c\u4e1a\u6a21\u578b\uff0c\u907f\u514d\u7528\u6237\u9677\u5165\u9009\u62e9\u7126\u8651\u3002<\/p>\n
\u5e76\u4e14\uff0c\u4e4b\u540e\u8a00\u7280\u5c06\u91cd\u70b9\u5f15\u5165\u4eac\u4e1c\u57fa\u4e8e\u57fa\u7840\u6a21\u578b\u6253\u9020\u7684\u884c\u4e1a\u6a21\u578b\u5e94\u7528\uff0c\u5982\u96f6\u552e\u3001\u5065\u5eb7\u573a\u666f\u4ee5\u53ca\u5728\u5b9e\u9645\u4e0a\u5df2\u7ecf\u5b9e\u73b0\u89c4\u6a21\u5316\u843d\u5730\u7684\u884c\u4e1a\u5e94\u7528\u6a21\u578b\u653e\u5230\u5e73\u53f0\u4e0a\uff0c\u5e2e\u52a9\u5e73\u53f0\u7684\u5f00\u53d1\u8005\u6765\u63a8\u8fdb\u76f8\u5173\u4e1a\u52a1\u7684\u843d\u5730\u3002<\/p>\n
\u76ee\u524d\u8a00\u7280\u5171\u6709\u4e09\u79cd\u65b9\u5f0f\u4ea4\u4ed8\u65b9\u5f0f:\u4e00\u662f MaaS \u670d\u52a1\u5f62\u5f0f\uff0c\u5f00\u53d1\u8005\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7 API \u91c7\u7528\u6309\u91cf\u4ed8\u8d39\u3001\u6210\u672c\u7ecf\u6d4e\u7684\u65b9\u5f0f\u63a2\u7d22\u548c\u4f7f\u7528\u5927\u6a21\u578b;\u4e8c\u662f\uff0c\u516c\u6709\u4e91 SaaS \u7248\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u5e73\u53f0\u63d0\u4f9b\u7684\u4e00\u7ad9\u5f0f\u6a21\u578b\u5f00\u53d1\u3001\u8bad\u7ec3\u548c\u90e8\u7f72\u7684\u80fd\u529b\uff0c\u57fa\u4e8e\u516c\u6709\u4e91\u8d44\u6e90\u5f39\u6027\u4f9b\u5e94\u7684\u4f18\u52bf\uff0c\u4ee5\u6700\u5c0f\u5316\u7684\u6210\u672c\u542f\u52a8\u4ea7\u4e1a\u5927\u6a21\u578b\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u3002\u4e09\u662f\u79c1\u6709\u5316\u4ea4\u4ed8\u7248\u672c\uff0c\u6ee1\u8db3\u5bf9\u6570\u636e\u5b89\u5168\u6709\u66f4\u591a\u7279\u6b8a\u8981\u6c42\u7684\u5ba2\u6237\uff0c\u6570\u636e\u5b8c\u5168\u672c\u5730\u5316\u3002<\/p>\n
\u672a\u6765\uff0c\u8a00\u7280\u8fd8\u5c06\u7ee7\u7eed\u5347\u7ea7\u5e73\u53f0\u80fd\u529b\uff0c\u5728\u56fd\u4ea7\u786c\u4ef6\u8986\u76d6\u3001\u6a21\u578b\u751f\u6001\u5408\u4f5c\u3001\u63d2\u4ef6\u5f00\u53d1\u3001\u5e94\u7528\u8bc4\u6d4b\u670d\u52a1\u3001\u4e00\u4f53\u673a\u4ea4\u4ed8\u3001Agent \u5f00\u53d1\u670d\u52a1\u7b49\u65b9\u9762\u7ee7\u7eed\u5b8c\u5584\uff0c\u4f53\u7cfb\u5316\u5730\u5e2e\u52a9\u89e3\u51b3\u4ea7\u4e1a\u5927\u6a21\u578b\u7684\u5f00\u53d1\u548c\u5b9e\u65bd\u56f0\u96be\u3001\u5927\u6a21\u578b\u5e94\u7528\u7684\u5f00\u53d1\u56f0\u96be\u3001\u6a21\u578b\u8bad\u7ec3\u63a8\u7406\u6210\u672c\u6602\u8d35\u3001\u6a21\u578b\u548c\u5e94\u7528\u83b7\u53d6\u56f0\u96be\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u9ad8\u6027\u80fd\u6587\u4ef6\u3001\u5f02\u6784\u786c\u4ef6\u7684\u4f7f\u7528\u548c\u9002\u914d\u56f0\u96be\u7b49\u95ee\u9898\u3002<\/p>\n
\u63a8\u52a8\u5927\u6a21\u578b\u5728\u5343\u884c\u767e\u4e1a\u843d\u5730<\/strong><\/p>\n\u5728\u897f\u5b89\u57ce\u5e02\u5927\u4f1a\u4e0a\uff0c\u4eac\u4e1c\u96c6\u56e2\u6280\u672f\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3001\u4eac\u4e1c\u4e91\u4e8b\u4e1a\u90e8\u603b\u88c1\u66f9\u9e4f\u5728\u6f14\u8bb2\u4e2d\u63d0\u5230\uff0c\u5728\u5927\u6a21\u578b\u9010\u6e10\u5411\u4ea7\u4e1a\u843d\u5730\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5e0c\u671b\u505a\u5230\u63d0\u5347\u66f4\u597d\u7684\u4ea7\u4e1a\u6548\u7387\u3001\u4ea7\u751f\u66f4\u5927\u7684\u4ea7\u4e1a\u4ef7\u503c\u3001\u80fd\u591f\u5728\u66f4\u591a\u7684\u573a\u666f\u91cc\u590d\u5236\uff0c\u5b9e\u8d28\u4e0a\u662f\u5bf9\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4ee5\u53ca\u57fa\u7840\u8bbe\u65bd\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42:\u6a21\u578b\u9700\u8981\u66f4\u52a0\u6613\u7528\u3001\u8981\u505a\u5230\u66f4\u4f4e\u95e8\u69db\u66f4\u4f4e\u6210\u672c\u3001\u5e76\u4e14\u53ef\u4ee5\u7075\u6d3b\u8c03\u7528\u7b97\u529b\u3002<\/p>\n
AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u662f\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\u91cd\u8981\u65b9\u6848\u4e4b\u4e00\uff0c\u4e00\u4e2a\u9ad8\u6027\u80fd\u4e14\u6613\u7528\u7684 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u80fd\u591f\u8ba9\u66f4\u591a\u884c\u4e1a\u65b9\u4f4e\u6210\u672c\u5730\u53c2\u4e0e\u5230\u5927\u6a21\u578b\u884c\u4e1a\u5efa\u8bbe\u5f53\u4e2d\u6765\uff0c\u6fc0\u53d1\u66f4\u591a\u4ea7\u4e1a\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u52a0\u901f\u5927\u6a21\u578b\u5728\u5343\u884c\u767e\u4e1a\u7684\u843d\u5730\u3002<\/p>\n
\u5728\u5b9e\u9645\u7684\u5e02\u573a\u4e2d\uff0c\u9f9a\u4e49\u6210\u79f0\uff0c\u884c\u4e1a\u5ba2\u6237\u5728\u9009\u62e9 AI \u8ba1\u7b97\u5e73\u53f0\u65f6\uff0c\u4e3b\u8981\u4f1a\u8003\u8651\u7684\u4eae\u70b9\u5206\u522b\u662f:\u884c\u4e1a\u7406\u89e3\u4ee5\u53ca\u5e73\u53f0\u6548\u7387\u3002<\/strong>\u76f8\u6bd4\u4e8e\u5176\u4ed6 AI \u8ba1\u7b97\u5e73\u53f0\uff0c\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u9664\u4e86\u80fd\u591f\u63d0\u9ad8\u6781\u81f4<\/span>\u7684\u6027\u80fd\uff0c\u8fd8\u80fd\u591f\u7ed3\u5408\u4eac\u4e1c\u957f\u671f\u4ee5\u6765\u5728\u96f6\u552e\u3001\u91d1\u878d\u3001\u7269\u6d41\u3001\u5065\u5eb7\u7b49\u4f18\u52bf\u573a\u666f\u7684\u7ecf\u9a8c\uff0c\u62e5\u6709\u66f4\u4e13\u4e1a\u7684\u4ea7\u4e1a\u5927\u6a21\u578b\u9009\u62e9\u3002<\/p>\n\u5728\u8a00\u7280 AI \u8ba1\u7b97\u5e73\u53f0\u7684\u6a21\u578b\u751f\u6001\u4e2d\uff0c\u9664\u4e86\u5185\u7f6e\u4f18\u79c0\u5546\u4e1a\u6a21\u578b\u548c\u5f00\u6e90\u6a21\u578b\uff0c\u4e3a\u4e86\u8fdb\u4e00\u6b65\u964d\u4f4e\u95e8\u69db\uff0c\u8a00\u7280 AI \u8ba1\u7b97\u5e73\u53f0\u8fd8\u4f1a\u4e3a\u8fd9\u4e9b\u5927\u6a21\u578b\u8865\u5145\u8fdb\u4e00\u6b65\u7684\u589e\u5f3a\u80fd\u529b<\/strong>\uff0c\u6bd4\u5982\u4e2d\u6587\u80fd\u529b\u3001\u6570\u5b66\u80fd\u529b\u7b49\u7b49\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u9009\u62e9\u66f4\u6613\u7528\u4e13\u4e1a\u7684\u5927\u6a21\u578b\u3002<\/p>\n\u66f4\u91cd\u8981\u7684\u662f\uff0c\u7531\u4e8e\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u540c\u65f6\u9762\u5411\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u8005\uff0c\u652f\u6301\u65e0\u4ee3\u7801\u7684\u65b9\u5f0f\u6784\u5efa\u4e13\u6709\u6a21\u578b\uff0c\u9664\u4e86\u4e0a\u8ff0\u57fa\u7840\u6a21\u578b\u5916\uff0c\u5728\u8a00\u7280\u5e73\u53f0\u8fd8\u5c06\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u591a\u5e94\u7528\u573a\u666f\u7684\u4e13\u6709\u6a21\u578b<\/strong>\uff0c\u4f9b\u7528\u6237\u5feb\u901f\u5728\u81ea\u5df1\u7684\u884c\u4e1a\u843d\u5730\u3002<\/p>\n\u76ee\u524d\uff0c\u8a00\u7280\u5e73\u53f0\u6240\u63d0\u4f9b\u7684\u5e94\u7528\u573a\u666f\u4e13\u6709\u6a21\u578b\u4e3b\u8981\u5305\u62ec\u95ee\u7b54\u5f00\u53d1\u4ee5\u53ca\u6587\u6863\u5206\u6790\u5f00\u53d1\u7b49\u6210\u719f\u9ad8\u9891\u573a\u666f\u3002\u8fd9\u4e9b\u5e94\u7528\u4eac\u4e1c\u5728\u81ea\u8eab\u7684\u4f18\u52bf\u9886\u57df\u5df2\u88ab\u591a\u6b21\u9a8c\u8bc1\uff0c\u7ed3\u5408\u5927\u6a21\u578b\u80fd\u591f\u5feb\u901f\u63d0\u5347\u6548\u7387\u3002<\/p>\n
\u4ee5\u5bf9\u8bdd\u5de5\u5177\u4e3a\u4f8b\uff0c2021\u5e74\u8d77\uff0c\u540d\u521b\u4f18\u54c1\u548c\u4eac\u4e1c\u4e91\u8fbe\u6210\u5408\u4f5c\uff0c\u5c06\u4eac\u4e1c\u4e91\u65d7\u4e0b\u8a00\u7280\u5728\u5ba2\u6237\u670d\u52a1\u65b9\u9762\u7684\u7cfb\u5217\u6280\u672f\u4ea7\u54c1\u5e94\u7528\u5728\u540d\u521b\u4f18\u54c1\uff0c\u6db5\u76d6\u540d\u521b\u4f18\u54c1\u95e8\u5e97\u5ba2\u670d\u56e2\u961f\u3001\u7528\u6237\u8fd0\u8425\u56e2\u961f\u3001IT \u670d\u52a1\u8fd0\u7ef4\u56e2\u961f\u30022022\u5e744\u6708\uff0c\u8a00\u7280\u7cfb\u5217\u4ea7\u54c1\u9646\u7eed\u4e0a\u7ebf\uff0c\u5305\u542b\u4e86\u5728\u7ebf\u5ba2\u670d\u673a\u5668\u4eba\u3001\u8bed\u97f3\u5e94\u7b54\u673a\u5668\u4eba\u3001\u8bed\u97f3\u5916\u547c\u673a\u5668\u4eba\u3001\u667a\u80fd\u8d28\u68c0\u3001\u667a\u80fd\u77e5\u8bc6\u5e93\u7b49\u4e00\u7cfb\u5217\u667a\u80fd\u5316\u4ea7\u54c1\uff0c\u5e26\u6765\u4e86\u663e\u8457\u7684\u6210\u6548\u3002<\/p>\n
\u53cd\u9988\u6570\u636e\u663e\u793a\uff0c\u76ee\u524d\u8a00\u7280\u7cfb\u5217\u4ea7\u54c1\u65e5\u5747\u54a8\u8be2\u670d\u52a1\u91cf\u8fd110000\u6b21\uff0c\u5176\u4e2d\u5728\u7ebf\u5ba2\u670d\u673a\u5668\u4eba\u5e94\u7b54\u51c6\u786e\u7387\u8d85\u8fc797%\uff0c\u72ec\u7acb\u63a5\u5f85\u7387\u8d85\u8fc770%\uff0c\u964d\u4f4e40% \u7684\u670d\u52a1\u6210\u672c;\u8bed\u97f3\u5e94\u7b54\u673a\u5668\u4eba\u5e94\u7b54\u51c6\u786e\u7387\u8d85\u8fc793%\uff0c\u72ec\u7acb\u5904\u7406\u4e8646\u30021% \u7684\u5ba2\u6237\u95ee\u9898;\u667a\u80fd\u8d28\u68c0\u7d2f\u8ba1\u5b8c\u6210\u6570\u5341\u4e07\u6b21\uff0c\u53d1\u73b0\u5e76\u5904\u7406\u8fd13000\u670d\u52a1\u98ce\u9669\u95ee\u9898\uff0c\u7528\u6237\u6ee1\u610f\u5ea6\u63d0\u534720%;\u667a\u80fd\u77e5\u8bc6\u5e93\u5185\u5bb9\u6db5\u76d6\u4e86\u300c\u540d\u521b\u4f18\u54c1\u300d\u54c1\u724c\u4e0b\u7ea68800\u4e2a\u6838\u5fc3 SKU\uff0c\u4ee5\u53ca\u300cTOP TOY\u300d\u54c1\u724c\u4e0b\u7ea64600\u4e2a SKU\u3002<\/p>\n
\u5728\u5927\u6a21\u578b\u7684\u843d\u5730\u5b9e\u8df5\u8fdb\u7a0b\u5df2\u7ecf\u5230\u4e86\u4ece\u5355\u70b9\u5411\u5916\u666e\u53ca\u7684\u9636\u6bb5\u3002<\/strong>\u5728\u4ea7\u4e1a\u4e2d\uff0c\u8fd8\u6709\u8bb8\u591a\u7c7b\u4f3c\u540d\u521b\u4f18\u54c1\u7684\u4ea7\u4e1a\u516c\u53f8\uff0c\u5bf9\u8bdd\u673a\u5668\u4eba\u573a\u666f\u80fd\u591f\u4e3a\u4ed6\u4eec\u5e26\u6765\u66f4\u5927\u7684\u4ef7\u503c\u3002\u800c\u8a00\u7280 AI \u5f00\u53d1\u8ba1\u7b97\u5e73\u53f0\u7684\u63a8\u51fa\uff0c\u4ece\u5e95\u5c42\u7b97\u529b\u3001\u6570\u636e\u7ba1\u7406\u3001\u65e0\u4ee3\u7801\u5e94\u7528\u7b49\u5168\u94fe\u8def\u5bf9\u4ea7\u4e1a\u516c\u53f8\u7684\u8d4b\u80fd\uff0c\u5c06\u4e3a\u8fd9\u4e9b\u516c\u53f8\u63d0\u4f9b\u4e00\u4e2a\u66f4\u66f4\u4f4e\u95e8\u69db\u66f4\u4f4e\u6210\u672c\u3001\u66f4\u77ed\u8bad\u7ec3\u5468\u671f\u7684\u5927\u6a21\u578b\u4ea7\u4e1a\u5316\u65b9\u6848\u3002\u53ef\u4ee5\u9884\u89c1\uff0c\u4e4b\u540e\u7c7b\u4f3c\u540d\u521b\u4f18\u54c1\u7684\u6848\u4f8b\u5c06\u4f1a\u51fa\u73b0\u5f97\u66f4\u52a0\u9891\u7e41\u3002<\/p>\n\u6b64\u5916\uff0c\u4eac\u4e1c\u4e91\u65b9\u9762\u5f3a\u8c03\uff0c\u76f8\u8f83\u4e8e\u5176\u4ed6\u5176\u4ed6\u7ade\u54c1\uff0c\u4eac\u4e1c\u8a00\u7280 AI \u8ba1\u7b97\u5e73\u53f0\u91c7\u7528\u7684\u4f4e\u4ee3\u7801\u65b9\u9762\u8fdb\u4e00\u6b65\u62c9\u4f4e\u4e86\u5e94\u7528\u5f00\u53d1\u8005\u7684\u5f00\u53d1\u95e8\u69db\uff0c\u4e14\u9ad8\u6027\u80fd\u5b58\u50a8\u65b9\u9762\u5b8c\u5168\u81ea\u4e3b\u3001\u6574\u4f53\u6280\u672f\u4f53\u7cfb\u5b8c\u6574\u9002\u914d\u5ea6\u9ad8\u4e14\u6027\u80fd\u6548\u7387\u9ad8\u3002<\/p>\n
\u968f\u7740\u65b0\u578b\u6570\u5b57\u57fa\u7840\u8bbe\u65bd\u7684\u666e\u53ca\uff0c\u5927\u6a21\u578b\u5728\u5343\u884c\u767e\u4e1a\u7684\u843d\u5730\u5c06\u53d8\u5f97\u66f4\u52a0\u5feb\u901f\uff0c\u6210\u672c\u6548\u7387\u4e0e\u521b\u65b0\u7684\u4e0d\u53ef\u80fd\u4e09\u89d2\u5c06\u62e5\u6709\u66f4\u5f00\u9614\u7684\u60f3\u8c61\u7a7a\u95f4\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u58f0\u660e:\u672c\u6587\u6765\u81ea\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7 \u673a\u5668\u4e4b\u5fc3\uff08ID:almosthuman2...<\/p>\n","protected":false},"author":1,"featured_media":831,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-4062","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dongtai"],"_links":{"self":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/4062","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/comments?post=4062"}],"version-history":[{"count":0,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/4062\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media\/831"}],"wp:attachment":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media?parent=4062"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/categories?post=4062"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/tags?post=4062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}