{"id":5931,"date":"2023-09-01T16:23:01","date_gmt":"2023-09-01T08:23:01","guid":{"rendered":"http:\/\/www.killtest.hk\/?p=5931"},"modified":"2023-09-01T16:23:01","modified_gmt":"2023-09-01T08:23:01","slug":"%e5%ad%b8%e7%bf%92%e6%8c%87%e5%8d%97-%e8%80%83%e8%a9%a6-ai-102%ef%bc%9a%e8%a8%ad%e8%a8%88%e5%92%8c%e5%af%a6%e7%8f%be-microsoft-azure-ai-%e8%a7%a3%e6%b1%ba%e6%96%b9%e6%a1%88","status":"publish","type":"post","link":"https:\/\/www.killtest.hk\/index.php\/killtest\/%e5%ad%b8%e7%bf%92%e6%8c%87%e5%8d%97-%e8%80%83%e8%a9%a6-ai-102%ef%bc%9a%e8%a8%ad%e8%a8%88%e5%92%8c%e5%af%a6%e7%8f%be-microsoft-azure-ai-%e8%a7%a3%e6%b1%ba%e6%96%b9%e6%a1%88\/","title":{"rendered":"\u5b78\u7fd2\u6307\u5357 &#8211; \u8003\u8a66 AI-102\uff1a\u8a2d\u8a08\u548c\u5be6\u73fe Microsoft Azure AI \u89e3\u6c7a\u65b9\u6848"},"content":{"rendered":"<p><a href=\"https:\/\/www.killtest.net\/Azure-AI-Engineer-Associate\/AI-102.asp\">AI-102\u8003\u8a66<\/a>\u5b78\u7fd2\u6307\u5357\u61c9\u8aac\u660e\u4f60\u4e86\u89e3\u8003\u8a66\u7684\u9810\u671f\u5167\u5bb9\uff0c\u4e26\u5305\u542b\u8003\u8a66\u53ef\u80fd\u6db5\u84cb\u7684\u4e3b\u984c\u6458\u8981\u4ee5\u53ca\u6307\u5411\u5176\u4ed6\u8cc7\u6e90\u7684\u9023\u7d50\u3002 \u672c\u6587\u6a94\u4e2d\u7684\u8cc7\u8a0a\u548c\u6750\u6599\u53ef\u4ee5\u8aac\u660e\u4f60\u5728\u6e96\u5099\u8003\u8a66\u6642\u96c6\u4e2d\u7cbe\u529b\u5b78\u7fd2\u3002<\/p>\n<p>\u6709\u7528\u9023\u7d50\t\u8aaa\u660e<br \/>\n\u67e5\u770b\u81ea 2023 \u5e74 8 \u6708 23 \u65e5\u8d77\u6e2c\u8a66\u7684\u6280\u80fd\t\u6b64\u6e05\u55ae\u8868\u793a\u5728\u63d0\u4f9b\u7684\u65e5\u671f\u4e4b\u5f8c\u6e2c\u8a66\u7684\u6280\u80fd\u3002 \u5982\u679c\u4f60\u8a08\u5283\u5728\u8a72\u65e5\u671f\u4e4b\u5f8c\u53c3\u52a0\u8003\u8a66\uff0c\u8acb\u5b78\u7fd2\u6b64\u6e05\u55ae\u3002<br \/>\n\u67e5\u770b 2023 \u5e74 8 \u6708 23 \u65e5\u4e4b\u524d\u6e2c\u8a66\u7684\u6280\u80fd\t\u5982\u679c\u5728\u63d0\u4f9b\u7684\u65e5\u671f\u4e4b\u524d\u53c3\u52a0\u8003\u8a66\uff0c\u8acb\u5b78\u7fd2\u6b64\u6280\u80fd\u6e05\u55ae\u3002<br \/>\n\u66f4\u6539\u7d00\u9304\t\u5982\u679c\u60f3\u8981\u67e5\u770b\u5c07\u5728\u63d0\u4f9b\u7684\u65e5\u671f\u6240\u505a\u7684\u66f4\u6539\uff0c\u53ef\u4ee5\u76f4\u63a5\u8f49\u5230\u66f4\u6539\u65e5\u8a8c\u3002<br \/>\n\u5982\u4f55\u7372\u5f97\u8a8d\u8b49\t\u6709\u4e9b\u8a8d\u8b49\u53ea\u9700\u8981\u901a\u904e\u4e00\u9805\u8003\u8a66\uff0c\u800c\u53e6\u4e00\u4e9b\u8a8d\u8b49\u5247\u9700\u8981\u901a\u904e\u591a\u9805\u8003\u8a66\u3002<br \/>\n\u8a8d\u8b49\u7e8c\u8a02\tMicrosoft \u52a9\u7406\u3001\u5c08\u696d\u548c\u5c08\u5bb6\u8a8d\u8b49\u6bcf\u5e74\u90fd\u6703\u904e\u671f\u3002 \u4f60\u53ef\u4ee5\u901a\u904e Microsoft Learn \u4e0a\u7684\u514d\u8cbb\u5728\u7dda\u8a55\u4f30\u9032\u884c\u7e8c\u8a02\u3002<br \/>\nMicrosoft Learn \u500b\u4eba\u8cc7\u6599\t\u901a\u904e\u5c07\u8a8d\u8b49\u500b\u4eba\u8cc7\u6599\u9023\u63a5\u5230 Microsoft Learn\uff0c\u53ef\u4ee5\u5b89\u6392\u548c\u7e8c\u8a02\u8003\u8a66\u4ee5\u53ca\u5171\u7528\u548c\u5217\u5370\u8b49\u66f8\u3002<br \/>\n\u8003\u5206\u548c\u6210\u7e3e\u5831\u544a\t\u9700\u8981 700 \u5206\u6216\u66f4\u9ad8\u7684\u5206\u6578\u624d\u80fd\u901a\u904e\u3002<br \/>\n\u8003\u8a66\u6c99\u76d2\t\u53ef\u4ee5\u901a\u904e\u8a2a\u554f\u6211\u5011\u7684\u8003\u8a66\u6c99\u7bb1\u4f86\u63a2\u7d22\u8003\u8a66\u74b0\u5883\u3002<br \/>\n\u7533\u8acb\u8abf\u6574\t\u5982\u679c\u4f60\u4f7f\u7528\u8f14\u52a9\u8a2d\u5099\u3001\u9700\u8981\u984d\u5916\u6642\u9593\u6216\u9700\u8981\u4fee\u6539\u8003\u8a66\u9ad4\u9a57\u7684\u4efb\u4f55\u90e8\u5206\uff0c\u4f60\u53ef\u4ee5\u7533\u8acb\u4f4f\u5bbf\u3002<br \/>\n\u9032\u884c\u514d\u8cbb\u7684\u7df4\u7fd2\u8a55\u4f30\t\u901a\u904e\u7df4\u7fd2\u984c\u6e2c\u8a66\u6280\u80fd\uff0c\u8aac\u660e\u4f60\u70ba\u8003\u8a66\u505a\u6e96\u5099\u3002<br \/>\n\u8003\u8a66\u66f4\u65b0<br \/>\n\u6211\u5011\u7684\u8003\u8a66\u6703\u5b9a\u671f\u66f4\u65b0\uff0c\u4ee5\u53cd\u6620\u57f7\u884c\u67d0\u4e00\u89d2\u8272\u6240\u9700\u7684\u6280\u80fd\u3002 \u6211\u5011\u63d0\u4f9b\u4e86\u5169\u500b\u7248\u672c\u7684\u6280\u80fd\u6e2c\u8a55\u76ee\u6a19\uff0c\u5177\u9ad4\u53d6\u6c7a\u65bc\u4f60\u53c3\u52a0\u8003\u8a66\u7684\u6642\u9593\u3002<\/p>\n<p>\u6211\u5011\u59cb\u7d42\u9996\u5148\u66f4\u65b0\u8003\u8a66\u7684\u82f1\u8a9e\u7248\u672c\u3002 \u4e00\u4e9b\u8003\u8a66\u5df2\u7576\u5730\u8a9e\u7cfb\u5316\u70ba\u5176\u4ed6\u8a9e\u8a00\uff0c\u5728\u82f1\u8a9e\u7248\u672c\u66f4\u65b0\u540e\u5927\u7d04\u516b\u5468\u9032\u884c\u66f4\u65b0\u3002 \u96d6\u7136 Microsoft \u6703\u76e1\u4e00\u5207\u52aa\u529b\u66f4\u65b0\u7576\u5730\u8a9e\u7cfb\u5316\u8003\u8a66\uff0c\u4f46\u6709\u6642\u8003\u8a66\u7684\u7576\u5730\u8a9e\u7cfb\u5316\u7248\u672c\u53ef\u80fd\u672a\u6309\u6b64\u8a08\u5283\u9032\u884c\u66f4\u65b0\u3002 \u5176\u4ed6\u53ef\u7528\u8a9e\u8a00\u5217\u5728\u300c\u8003\u8a66\u8a73\u7d30\u8cc7\u8a0a\u300d\u7db2\u9801\u7684\u300c\u5b89\u6392\u8003\u8a66\u300d \u90e8\u5206\u3002 \u5982\u679c\u8003\u8a66\u4e0d\u4ee5\u4f60\u7684\u9996\u9078\u8a9e\u8a00\u63d0\u4f9b\uff0c\u4f60\u53ef\u4ee5\u8acb\u6c42\u984d\u5916 30 \u5206\u9418\u6642\u9593\u4f86\u5b8c\u6210\u8003\u8a66\u3002<\/p>\n<p>\u6ce8\u610f<br \/>\n\u6bcf\u9805\u6280\u80fd\u4e0b\u9762\u7684\u9805\u76ee\u7b26\u865f\u65e8\u5728\u8aaa\u660e\u6211\u5011\u5982\u4f55\u8a55\u4f30\u8a72\u6280\u80fd\u3002 \u8003\u8a66\u4e2d\u53ef\u80fd\u6703\u6d89\u53ca\u5230\u76f8\u95dc\u7684\u4e3b\u984c\u3002<\/p>\n<p>\u6ce8\u610f<br \/>\n\u5927\u591a\u6578\u554f\u984c\u90fd\u6d89\u53ca\u6b63\u5f0f\u767c\u4f48 \uff08GA\uff09 \u7684\u529f\u80fd\u3002 \u5982\u679c\u7d93\u5e38\u4f7f\u7528\u9810\u89bd\u529f\u80fd\uff0c\u8a72\u8003\u8a66\u53ef\u80fd\u6703\u5305\u542b\u6709\u95dc\u9019\u4e9b\u529f\u80fd\u7684\u554f\u984c\u3002<\/p>\n<p>\u81ea 2023 \u5e74 8 \u6708 23 \u65e5\u8d77\u6e2c\u8a66\u7684\u6280\u80fd<br \/>\n\u53d7\u773e\u6982\u6cc1<br \/>\nMicrosoft Azure AI \u5de5\u7a0b\u5e2b\u69cb\u5efa\u3001\u7ba1\u7406\u548c\u90e8\u7f72\u5145\u5206\u5229\u7528 Azure \u8a8d\u77e5\u670d\u52d9\u548c Azure \u61c9\u7528 AI \u670d\u52d9\u7684 AI \u89e3\u6c7a\u65b9\u6848\u3002 \u4ed6\u5011\u7684\u8077\u8cac\u5305\u62ec\u53c3\u8207 AI \u89e3\u6c7a\u65b9\u6848\u958b\u767c\u7684\u6240\u6709\u968e\u6bb5\uff0c\u5f9e\u9700\u6c42\u5b9a\u7fa9\u548c\u8a2d\u8a08\u5230\u958b\u767c\u3001\u90e8\u7f72\u3001\u96c6\u6210\u3001\u7dad\u8b77\u3001\u6027\u80fd\u512a\u5316\u548c\u76e3\u8996\u3002<\/p>\n<p>\u9019\u4e9b\u5c08\u696d\u4eba\u54e1\u8207\u89e3\u6c7a\u65b9\u6848\u67b6\u69cb\u5e2b\u5408\u4f5c\u5c07\u5176\u9858\u666f\u8f49\u5316\u70ba\u4e8b\u5be6\uff0c\u4e26\u8207\u6578\u64da\u79d1\u5b78\u5bb6\u3001\u6578\u64da\u5de5\u7a0b\u5e2b\u3001IoT \u5c08\u5bb6\u3001\u57fa\u790e\u7d50\u69cb\u7ba1\u7406\u54e1\u548c\u5176\u4ed6\u8edf\u9ad4\u958b\u767c\u4eba\u54e1\u5408\u4f5c\uff0c\u4ee5\u69cb\u5efa\u5b8c\u6574\u7684\u7aef\u5230\u7aef AI \u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>Azure AI \u5de5\u7a0b\u5e2b\u5177\u6709\u958b\u767c\u4f7f\u7528 Python \u6216 C# \u7b49\u8a9e\u8a00\u7684\u89e3\u6c7a\u65b9\u6848\u7684\u7d93\u9a57\uff0c\u4e26\u4e14\u61c9\u8a72\u80fd\u5920\u4f7f\u7528\u57fa\u65bc REST \u7684 API \u548c\u8edf\u9ad4\u958b\u767c\u5de5\u5177\u5957\u4ef6 \uff08SDK\uff09 \u4f86\u69cb\u5efa\u5b89\u5168\u7684\u5716\u50cf\u8655\u7406\u3001\u8996\u983b\u8655\u7406\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406 \uff08NLP\uff09\u3001\u77e5\u8b58\u6316\u6398\u548c\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002 \u4ed6\u5011\u61c9\u719f\u6089\u5be6\u73fe AI \u89e3\u6c7a\u65b9\u6848\u7684\u6240\u6709\u65b9\u6cd5\u3002 \u6b64\u5916\uff0c\u4ed6\u5011\u4e86\u89e3\u69cb\u6210 Azure AI \u7522\u54c1\u7fa4\u7d44\u7684\u5143\u4ef6\u4ee5\u53ca\u53ef\u7528\u7684\u6578\u64da\u5132\u5b58\u9078\u9805\u3002 Azure AI \u5de5\u7a0b\u5e2b\u9084\u9700\u8981\u7406\u89e3\u4e26\u80fd\u5920\u61c9\u7528\u8ca0\u8cac\u4efb AI \u539f\u5247\u3002<\/p>\n<p>\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<\/p>\n<p>\u5be6\u73fe\u5f71\u50cf\u548c\u8996\u8a0a\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<\/p>\n<p>\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<\/p>\n<p>\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848 \uff085-10%\uff09<\/p>\n<p>\u5be6\u73fe\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<\/p>\n<p>\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<br \/>\n\u9078\u64c7\u9069\u7576\u7684 Azure AI \u670d\u52d9<br \/>\n\u70ba\u8996\u89ba\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u8a9e\u8a00\u5206\u6790\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u6c7a\u7b56\u652f\u63f4\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u8a9e\u97f3\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u9078\u64c7\u9069\u7576\u7684\u61c9\u7528 AI \u670d\u52d9<\/p>\n<p>\u70ba Azure AI \u670d\u52d9\u8a08\u756b\u548c\u914d\u7f6e\u5b89\u5168\u6027<br \/>\n\u7ba1\u7406\u5e33\u6236\u91d1\u9470<\/p>\n<p>\u7ba1\u7406\u8cc7\u6e90\u7684\u8eab\u4efd\u9a57\u8b49<\/p>\n<p>\u4f7f\u7528 Azure \u865b\u64ec\u7db2\u8def\u4fdd\u8b77\u670d\u52d9<\/p>\n<p>\u8a08\u5283\u7b26\u5408\u8ca0\u8cac\u4efb AI \u539f\u5247\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u548c\u7ba1\u7406 Azure AI \u670d\u52d9<br \/>\n\u5275\u5efa Azure AI \u8cc7\u6e90<\/p>\n<p>\u914d\u7f6e\u8a3a\u65b7\u65e5\u8a8c\u8a18\u9304<\/p>\n<p>\u7ba1\u7406 Azure AI \u670d\u52d9\u7684\u6210\u672c<\/p>\n<p>\u76e3\u8996 Azure AI \u8cc7\u6e90<\/p>\n<p>\u90e8\u7f72 Azure AI \u670d\u52d9<br \/>\n\u78ba\u5b9a\u670d\u52d9\u7684\u9810\u8a2d\u7d42\u7d50\u9ede<\/p>\n<p>\u4f7f\u7528 Azure \u9580\u6236\u5275\u5efa\u8cc7\u6e90<\/p>\n<p>\u5c07 Azure AI \u670d\u52d9\u6574\u5408\u5230\u6301\u7e8c\u6574\u5408 \/\u6301\u7e8c\u90e8\u7f72 \uff08CI\/CD\uff09 \u7ba1\u9053\u4e2d<\/p>\n<p>\u8a08\u5283\u5bb9\u5668\u90e8\u7f72<\/p>\n<p>\u5728\u9023\u63a5\u7684\u74b0\u5883\u4e2d\u5be6\u73fe\u9810\u751f\u6210\u5bb9\u5668<\/p>\n<p>\u5275\u5efa\u89e3\u6c7a\u65b9\u6848\u4ee5\u6aa2\u6e2c\u7570\u5e38\u4e26\u6539\u9032\u5167\u5bb9<br \/>\n\u5275\u5efa\u4f7f\u7528\u7570\u5e38\u6aa2\u6e2c\u5668\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u5167\u5bb9\u5be9\u67e5\u5668\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528\u500b\u4eba\u5316\u9ad4\u9a57\u5275\u5efa\u670d\u52d9\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u6307\u6a19\u9867\u554f\uff08Azure \u61c9\u7528 AI \u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u6c89\u6d78\u5f0f\u95b1\u8b80\u5668\uff08Azure \u61c9\u7528 AI \u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5be6\u73fe\u5f71\u50cf\u548c\u8996\u8a0a\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<br \/>\n\u5206\u6790\u5716\u50cf<br \/>\n\u9078\u64c7\u9069\u7576\u7684\u8996\u89ba\u7279\u5fb5\u4ee5\u6eff\u8db3\u5716\u50cf\u8655\u7406\u8981\u6c42<\/p>\n<p>\u5275\u5efa\u5716\u50cf\u8655\u7406\u8acb\u6c42\u4ee5\u5305\u542b\u9069\u7576\u7684\u5716\u50cf\u5206\u6790\u529f\u80fd<\/p>\n<p>\u89e3\u91cb\u5716\u50cf\u8655\u7406\u56de\u61c9<\/p>\n<p>\u5f9e\u5716\u50cf\u4e2d\u63d0\u53d6\u6587\u5b57<br \/>\n\u4f7f\u7528\u96fb\u8166\u8996\u89ba\u670d\u52d9\u5f9e\u5716\u50cf\u6216 PDF \u4e2d\u63d0\u53d6\u6587\u5b57<\/p>\n<p>\u4f7f\u7528\u96fb\u8166\u8996\u89ba\u670d\u52d9\u8f49\u63db\u624b\u5beb\u6587\u5b57<\/p>\n<p>\u4f7f\u7528 Azure \u8868\u55ae\u8b58\u5225\u5668\u4e2d\u7684\u9810\u751f\u6210\u6a21\u578b\u63d0\u53d6\u8cc7\u8a0a<\/p>\n<p>\u70ba Azure \u8868\u55ae\u8b58\u5225\u5668\u751f\u6210\u548c\u512a\u5316\u81ea\u5b9a\u7fa9\u6a21\u578b<\/p>\n<p>\u4f7f\u7528\u81ea\u5b9a\u7fa9\u8996\u89ba\u670d\u52d9\uff08Azure \u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u5be6\u73fe\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c<br \/>\n\u5728\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c\u6a21\u578b\u4e4b\u9593\u9078\u64c7<\/p>\n<p>\u6307\u5b9a\u6a21\u578b\u914d\u7f6e\u9078\u9805\uff0c\u5305\u62ec\u985e\u5225\u3001\u7248\u672c\u548c\u58d3\u7e2e<\/p>\n<p>\u6a19\u8a18\u5716\u50cf<\/p>\n<p>\u8a13\u7df4\u81ea\u5b9a\u7fa9\u5716\u50cf\u6a21\u578b\uff0c\u5305\u62ec\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c<\/p>\n<p>\u7ba1\u7406\u8a13\u7df4\u53cd\u8986\u904b\u7b97<\/p>\n<p>\u8a55\u4f30\u6a21\u578b\u6307\u6a19<\/p>\n<p>\u767c\u4f48\u5df2\u8a13\u7df4\u7684\u6a21\u578b<\/p>\n<p>\u532f\u51fa\u6a21\u578b\u4ee5\u5728\u7279\u5b9a\u76ee\u6a19\u4e0a\u904b\u884c<\/p>\n<p>\u4ee5 Docker \u5bb9\u5668\u5f62\u5f0f\u5be6\u73fe\u81ea\u5b9a\u7fa9\u8996\u89ba\u6a21\u578b<\/p>\n<p>\u89e3\u91cb\u6a21\u578b\u56de\u61c9<\/p>\n<p>\u8655\u7406\u8996\u983b<br \/>\n\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u8655\u7406\u8996\u983b<\/p>\n<p>\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u5f9e\u8996\u983b\u6216\u5373\u6642\u6d41\u4e2d\u63d0\u53d6\u898b\u89e3<\/p>\n<p>\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u5be6\u73fe\u5167\u5bb9\u5be9\u6838<\/p>\n<p>\u5c07\u81ea\u5b9a\u7fa9\u8a9e\u8a00\u6a21\u578b\u96c6\u6210\u5230 Azure \u8996\u983b\u7d22\u5f15\u5668\u4e2d<\/p>\n<p>\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<br \/>\n\u5206\u6790\u6587\u672c<br \/>\n\u6aa2\u7d22\u548c\u8655\u7406\u95dc\u9375\u77ed\u8a9e<\/p>\n<p>\u6aa2\u7d22\u548c\u8655\u7406\u5be6\u9ad4<\/p>\n<p>\u6aa2\u7d22\u548c\u8655\u7406\u60c5\u7dd2<\/p>\n<p>\u6aa2\u6e2c\u6587\u5b57\u4e2d\u4f7f\u7528\u7684\u8a9e\u8a00<\/p>\n<p>\u5075\u6e2c\u500b\u4eba\u8eab\u4efd\u8cc7\u8a0a \uff08PII\uff09<\/p>\n<p>\u8655\u7406\u8a9e\u97f3<br \/>\n\u5be6\u73fe\u548c\u81ea\u5b9a\u7fa9\u6587\u672c\u8f49\u8a9e\u97f3<\/p>\n<p>\u5be6\u73fe\u548c\u81ea\u5b9a\u7fa9\u8a9e\u97f3\u8f49\u6587\u672c<\/p>\n<p>\u4f7f\u7528 SSML \u548c\u795e\u7d93\u7db2\u8def\u5b9a\u88fd\u8072\u97f3\u6539\u9032\u6587\u5b57\u8f49\u8a9e\u97f3<\/p>\n<p>\u4f7f\u7528\u77ed\u8a9e\u6e05\u55ae\u548c\u81ea\u5b9a\u7fa9\u8a9e\u97f3\u8fa8\u8b58\u6539\u9032\u8a9e\u97f3\u8f49\u6587\u672c<\/p>\n<p>\u5be6\u73fe\u610f\u5411\u8b58\u5225<\/p>\n<p>\u5be6\u73fe\u95dc\u9375\u5b57\u8b58\u5225<\/p>\n<p>\u8f49\u63db\u8a9e\u8a00<br \/>\n\u4f7f\u7528\u8f49\u63db\u5668\u670d\u52d9\u8f49\u63db\u6587\u5b57\u548c\u6587\u4ef6<\/p>\n<p>\u5be6\u73fe\u81ea\u5b9a\u7fa9\u8f49\u63db\uff0c\u5305\u62ec\u8a13\u7df4\u3001\u6539\u9032\u548c\u767c\u4f48\u81ea\u5b9a\u7fa9\u6a21\u578b<\/p>\n<p>\u4f7f\u7528\u8a9e\u97f3\u670d\u52d9\u5c07\u8a9e\u97f3\u8f49\u63db\u70ba\u8a9e\u97f3<\/p>\n<p>\u4f7f\u7528\u8a9e\u97f3\u670d\u52d9\u5c07\u8a9e\u97f3\u8f49\u63db\u70ba\u6587\u672c<\/p>\n<p>\u540c\u6642\u8f49\u63db\u70ba\u591a\u7a2e\u8a9e\u8a00<\/p>\n<p>\u751f\u6210\u548c\u7ba1\u7406\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<br \/>\n\u5275\u5efa\u610f\u5411\u4e26\u6dfb\u52a0\u8a9e\u53e5<\/p>\n<p>\u5275\u5efa\u5be6\u9ad4<\/p>\n<p>\u8a13\u7df4\u3001\u8a55\u4f30\u3001\u90e8\u7f72\u548c\u6e2c\u8a66\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<\/p>\n<p>\u512a\u5316\u8a9e\u8a00\u7406\u89e3 \uff08LUIS\uff09 \u6a21\u578b<\/p>\n<p>\u4f7f\u7528\u696d\u52d9\u6d41\u7a0b\u5de5\u4f5c\u6d41\u96c6\u6210\u591a\u7a2e\u8a9e\u8a00\u670d\u52d9\u6a21\u578b<\/p>\n<p>\u5c0e\u5165\u548c\u5c0e\u51fa\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<\/p>\n<p>\u5275\u5efa\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<br \/>\n\u5275\u5efa\u554f\u984c\u89e3\u7b54\u5c08\u6848<\/p>\n<p>\u624b\u52d5\u6dfb\u52a0\u554f\u7b54\u5c0d<\/p>\n<p>\u532f\u5165\u6e90<\/p>\n<p>\u8a13\u7df4\u548c\u6e2c\u8a66\u77e5\u8b58\u5eab<\/p>\n<p>\u767c\u4f48\u77e5\u8b58\u5eab<\/p>\n<p>\u5275\u5efa\u591a\u56de\u5408\u5c0d\u8a71<\/p>\n<p>\u6dfb\u52a0\u5099\u7528\u63aa\u8fad<\/p>\n<p>\u5411\u77e5\u8b58\u5eab\u6dfb\u52a0\u804a\u5929\u5167\u5bb9<\/p>\n<p>\u5c0e\u5165\u77e5\u8b58\u5eab<\/p>\n<p>\u5275\u5efa\u591a\u8a9e\u8a00\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u591a\u57df\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5c0d\u554f\u7b54\u5c0d\u4f7f\u7528\u5143\u6578\u64da<\/p>\n<p>\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848 \uff085-10%\uff09<br \/>\n\u5be6\u73fe\u8a8d\u77e5\u641c\u7d22\u89e3\u6c7a\u65b9\u6848<br \/>\n\u9810\u914d\u8a8d\u77e5\u641c\u7d22\u8cc7\u6e90<\/p>\n<p>\u5275\u5efa\u6578\u64da\u6e90<\/p>\n<p>\u5b9a\u7fa9\u7d22\u5f15<\/p>\n<p>\u5275\u5efa\u4e26\u904b\u884c\u7d22\u5f15\u5668<\/p>\n<p>\u67e5\u8a62\u7d22\u5f15\uff0c\u5305\u62ec\u8a9e\u6cd5\u3001\u6392\u5e8f\u3001\u7be9\u9078\u548c\u901a\u914d\u7b26<\/p>\n<p>\u7ba1\u7406\u77e5\u8b58\u5b58\u5132\u6295\u5f71\uff0c\u5305\u62ec\u6a94\u3001\u7269\u4ef6\u548c\u8868\u6295\u5f71<\/p>\n<p>\u5c07 AI \u64f4\u5145\u6280\u80fd\u61c9\u7528\u65bc\u7d22\u5f15\u5668\u7ba1\u9053<br \/>\n\u5c07\u8a8d\u77e5\u670d\u52d9\u5e33\u6236\u9644\u52a0\u5230\u6280\u80fd\u7d44<\/p>\n<p>\u9078\u64c7\u4e26\u5305\u542b\u6587\u6a94\u7684\u5167\u7f6e\u6280\u80fd<\/p>\n<p>\u5be6\u73fe\u81ea\u5b9a\u7fa9\u6280\u80fd\u4e26\u5c07\u5176\u5305\u542b\u5728\u6280\u80fd\u7d44\u4e2d<\/p>\n<p>\u5be6\u73fe\u589e\u91cf\u64f4\u5145<\/p>\n<p>\u5be6\u73fe\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<br \/>\n\u8a2d\u8a08\u548c\u5be6\u73fe\u5c0d\u8a71\u6d41<br \/>\n\u8a2d\u8a08\u6a5f\u5668\u4eba\u7684\u5c0d\u8a71\u908f\u8f2f<\/p>\n<p>\u70ba\u6a5f\u5668\u4eba\u9078\u64c7\u5408\u9069\u7684\u6d3b\u52d5\u8655\u7406\u7a0b\u5f0f\u3001\u5c0d\u8a71\u6216\u4e3b\u984c\u3001\u89f8\u767c\u5668\u548c\u72c0\u614b\u8655\u7406<\/p>\n<p>\u751f\u6210\u5c0d\u8a71\u6a5f\u5668\u4eba<br \/>\n\u901a\u904e\u7bc4\u672c\u5275\u5efa\u6a5f\u5668\u4eba<\/p>\n<p>\u5f9e\u982d\u958b\u59cb\u5275\u5efa\u6a5f\u5668\u4eba<\/p>\n<p>\u5be6\u73fe\u6d3b\u52d5\u8655\u7406\u7a0b\u5f0f\u3001\u5c0d\u8a71\u6216\u4e3b\u984c\u548c\u89f8\u767c\u5668<\/p>\n<p>\u5be6\u73fe\u7279\u5b9a\u65bc\u901a\u9053\u7684\u908f\u8f2f<\/p>\n<p>\u5be6\u73fe\u81ea\u9069\u61c9\u5361\u7247<\/p>\n<p>\u5728\u6a5f\u5668\u4eba\u4e2d\u5be6\u73fe\u591a\u8a9e\u8a00\u652f\u63f4<\/p>\n<p>\u5be6\u73fe\u591a\u6b65\u9a5f\u5c0d\u8a71<\/p>\n<p>\u7ba1\u7406\u6a5f\u5668\u4eba\u7684\u72c0\u614b<\/p>\n<p>\u5c07\u8a8d\u77e5\u670d\u52d9\u96c6\u6210\u5230\u6a5f\u5668\u4eba\u4e2d\uff0c\u5305\u62ec\u554f\u984c\u89e3\u7b54\u3001\u8a9e\u8a00\u7406\u89e3\u548c\u8a9e\u97f3\u670d\u52d9<\/p>\n<p>\u6e2c\u8a66\u3001\u767c\u4f48\u548c\u7dad\u8b77\u5c0d\u8a71\u6a5f\u5668\u4eba<br \/>\n\u4f7f\u7528 Bot Framework Emulator \u6216 Power Virtual Agents Web \u61c9\u7528\u6e2c\u8a66\u6a5f\u5668\u4eba<\/p>\n<p>\u5728\u7279\u5b9a\u65bc\u901a\u9053\u7684\u74b0\u5883\u4e2d\u6e2c\u8a66\u6a5f\u5668\u4eba<\/p>\n<p>\u6392\u67e5\u5c0d\u8a71\u6a5f\u5668\u4eba\u554f\u984c<\/p>\n<p>\u90e8\u7f72\u6a5f\u5668\u4eba\u908f\u8f2f<\/p>\n<p>\u5b78\u7fd2\u8cc7\u6e90<br \/>\n\u6211\u5011\u5efa\u8b70\u4f60\u5728\u53c3\u52a0\u8003\u8a66\u4e4b\u524d\u9032\u884c\u57f9\u8a13\u4e26\u7372\u5f97\u5be6\u8e10\u7d93\u9a57\u3002 \u6211\u5011\u63d0\u4f9b\u81ea\u5b78\u9078\u9805\u548c\u8ab2\u5802\u57f9\u8a13\uff0c\u4ee5\u53ca\u6307\u5411\u6587\u6a94\u3001\u793e\u5340\u7db2\u7ad9\u548c\u8996\u983b\u7684\u9023\u7d50\u3002<\/p>\n<p>\u5b78\u7fd2\u8cc7\u6e90\t\u5b78\u7fd2\u548c\u6587\u4ef6\u9023\u7d50<br \/>\n\u53c3\u52a0\u57f9\u8a13\t\u5f9e\u81ea\u5b9a\u9032\u5ea6\u5b78\u7fd2\u8def\u5f91\u548c\u6a21\u7d44\u4e2d\u9032\u884c\u9078\u64c7\uff0c\u6216\u53c3\u52a0\u8b1b\u5e2b\u5f15\u5c0e\u5f0f\u8ab2\u7a0b<br \/>\n\u67e5\u627e\u6587\u4ef6\tAzure \u8a8d\u77e5\u670d\u52d9<br \/>\n\u96fb\u8166\u8996\u89ba<br \/>\nAzure \u8996\u983b\u7d22\u5f15\u5668<br \/>\n\u8a9e\u8a00\u7406\u89e3<br \/>\n\u8a9e\u97f3\u8f49\u6587\u672c<br \/>\n\u8a9e\u97f3\u7ffb\u8b6f<br \/>\nAzure \u8a8d\u77e5\u641c\u7d22<br \/>\nAzure \u6a5f\u5668\u4eba\u670d\u52d9<br \/>\n\u63d0\u554f\tMicrosoft Q&#038;A | Microsoft Docs<br \/>\n\u7372\u53d6\u793e\u5340\u652f\u63f4\tAI &#8211; \u6a5f\u5668\u5b78\u7fd2 &#8211; Microsoft Tech Community<br \/>\nAI &#8211; \u6a5f\u5668\u5b78\u7fd2\u535a\u5ba2 &#8211; Microsoft Tech Community<br \/>\n\u95dc\u6ce8 Microsoft Learn\tMicrosoft Learn &#8211; Microsoft Tech Community<br \/>\n\u67e5\u627e\u8996\u983b\tAI Show<br \/>\n\u6d41\u89bd\u5176\u4ed6 Microsoft Learn \u7bc0\u76ee<br \/>\n\u66f4\u6539\u7d00\u9304<br \/>\n\u7406\u89e3\u8868\u7684\u95dc\u9375\uff1a\u4e3b\u984c\u7d44\uff08\u4e5f\u7a31\u70ba\u529f\u80fd\u7d44\uff09\u4ee5\u7c97\u9ad4\u5b57\u6a23\u986f\u793a\uff0c\u5f8c\u8ddf\u6bcf\u500b\u7d44\u4e2d\u7684\u76ee\u6a19\u3002 \u4e0b\u8868\u6bd4\u8f03\u4e86\u5169\u500b\u7248\u672c\u7684\u8003\u8a66\u6e2c\u8a55\u6280\u80fd\uff0c\u7b2c\u4e09\u5217\u63cf\u8ff0\u4e86\u66f4\u6539\u7a0b\u5ea6\u3002<\/p>\n<p>2023 \u5e74 8 \u6708 23 \u65e5\u4e4b\u524d\u6e2c\u8a55\u7684\u6280\u80fd\u9818\u57df\t\u81ea 2023 \u5e74 8 \u6708 23 \u65e5\u958b\u59cb\u6e2c\u8a55\u7684\u6280\u80fd\u9818\u57df\t\u66f4\u6539<br \/>\n\u53d7\u773e\u6982\u6cc1\t\t\u6b21\u8981<br \/>\n\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848\t\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u9078\u64c7\u9069\u7576\u7684 Azure AI \u670d\u52d9\t\u9078\u64c7\u9069\u7576\u7684 Azure AI \u670d\u52d9\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u70ba Azure AI \u670d\u52d9\u8a08\u756b\u548c\u914d\u7f6e\u5b89\u5168\u6027\t\u70ba Azure AI \u670d\u52d9\u8a08\u756b\u548c\u914d\u7f6e\u5b89\u5168\u6027\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5275\u5efa\u548c\u7ba1\u7406 Azure AI \u670d\u52d9\t\u5275\u5efa\u548c\u7ba1\u7406 Azure AI \u670d\u52d9\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u90e8\u7f72 Azure AI \u670d\u52d9\t\u90e8\u7f72 Azure AI \u670d\u52d9\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5275\u5efa\u89e3\u6c7a\u65b9\u6848\u4ee5\u6aa2\u6e2c\u7570\u5e38\u4e26\u6539\u9032\u5167\u5bb9\t\u5275\u5efa\u89e3\u6c7a\u65b9\u6848\u4ee5\u6aa2\u6e2c\u7570\u5e38\u4e26\u6539\u9032\u5167\u5bb9\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5be6\u73fe\u5716\u50cf\u548c\u8996\u983b\u8655\u7406\u89e3\u6c7a\u65b9\u6848\t\u5be6\u73fe\u5716\u50cf\u548c\u8996\u983b\u8655\u7406\u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5206\u6790\u5716\u50cf\t\u5206\u6790\u5716\u50cf\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5f9e\u5716\u50cf\u4e2d\u63d0\u53d6\u6587\u5b57\t\u5f9e\u5716\u50cf\u4e2d\u63d0\u53d6\u6587\u5b57\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u4f7f\u7528\u81ea\u5b9a\u7fa9\u8996\u89ba\u670d\u52d9\uff08Azure \u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u5be6\u73fe\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c\t\u4f7f\u7528\u81ea\u5b9a\u7fa9\u8996\u89ba\u670d\u52d9\uff08Azure \u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u5be6\u73fe\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c\tMinor<br \/>\n\u8655\u7406\u8996\u983b\t\u8655\u7406\u8996\u983b\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848\t\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5206\u6790\u6587\u672c\t\u5206\u6790\u6587\u672c\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u8655\u7406\u8a9e\u97f3\t\u8655\u7406\u8a9e\u97f3\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u8f49\u63db\u8a9e\u8a00\t\u8f49\u63db\u8a9e\u8a00\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u751f\u6210\u548c\u7ba1\u7406\u8a9e\u8a00\u7406\u89e3\u6a21\u578b\t\u751f\u6210\u548c\u7ba1\u7406\u8a9e\u8a00\u7406\u89e3\u6a21\u578b\t\u6b21\u8981<br \/>\n\u5275\u5efa\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848\t\u5275\u5efa\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848\t\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5be6\u73fe\u8a8d\u77e5\u641c\u7d22\u89e3\u6c7a\u65b9\u6848\t\u5be6\u73fe\u8a8d\u77e5\u641c\u7d22\u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5c07 AI \u64f4\u5145\u6280\u80fd\u61c9\u7528\u65bc\u7d22\u5f15\u5668\u7ba1\u9053\t\u5c07 AI \u64f4\u5145\u6280\u80fd\u61c9\u7528\u65bc\u7d22\u5f15\u5668\u7ba1\u9053\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u5be6\u73fe\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848\t\u5be6\u73fe\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u8a2d\u8a08\u548c\u5be6\u73fe\u5c0d\u8a71\u6d41\t\u8a2d\u8a08\u548c\u5be6\u73fe\u5c0d\u8a71\u6d41\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u751f\u6210\u5c0d\u8a71\u6a5f\u5668\u4eba\t\u751f\u6210\u5c0d\u8a71\u6a5f\u5668\u4eba\t\u6c92\u6709\u8b8a\u5316<br \/>\n\u6e2c\u8a66\u3001\u767c\u4f48\u548c\u7dad\u8b77\u5c0d\u8a71\u6a5f\u5668\u4eba\t\u6e2c\u8a66\u3001\u767c\u4f48\u548c\u7dad\u8b77\u5c0d\u8a71\u6a5f\u5668\u4eba\t\u6c92\u6709\u8b8a\u5316<br \/>\n2023 \u5e74 8 \u6708 23 \u65e5\u4e4b\u524d\u6e2c\u8a66\u7684\u6280\u80fd<br \/>\n\u53d7\u773e\u6982\u6cc1<br \/>\nMicrosoft Azure AI \u5de5\u7a0b\u5e2b\u69cb\u5efa\u3001\u7ba1\u7406\u548c\u90e8\u7f72\u5145\u5206\u5229\u7528 Azure \u8a8d\u77e5\u670d\u52d9\u548c Azure \u670d\u52d9\u7684 AI \u89e3\u6c7a\u65b9\u6848\u3002 \u4ed6\u5011\u7684\u8077\u8cac\u5305\u62ec\u53c3\u8207 AI \u89e3\u6c7a\u65b9\u6848\u958b\u767c\u7684\u6240\u6709\u968e\u6bb5\uff0c\u5f9e\u9700\u6c42\u5b9a\u7fa9\u548c\u8a2d\u8a08\u5230\u958b\u767c\u3001\u90e8\u7f72\u3001\u96c6\u6210\u3001\u7dad\u8b77\u3001\u6027\u80fd\u512a\u5316\u548c\u76e3\u8996\u3002<\/p>\n<p>\u9019\u4e9b\u5c08\u696d\u4eba\u54e1\u8207\u89e3\u6c7a\u65b9\u6848\u67b6\u69cb\u5e2b\u5408\u4f5c\u5c07\u5176\u9858\u666f\u8f49\u5316\u70ba\u4e8b\u5be6\uff0c\u4e26\u8207\u6578\u64da\u79d1\u5b78\u5bb6\u3001\u6578\u64da\u5de5\u7a0b\u5e2b\u3001IoT \u5c08\u5bb6\u3001\u57fa\u790e\u7d50\u69cb\u7ba1\u7406\u54e1\u548c\u5176\u4ed6\u8edf\u9ad4\u958b\u767c\u4eba\u54e1\u5408\u4f5c\uff0c\u4ee5\u69cb\u5efa\u5b8c\u6574\u7684\u7aef\u5230\u7aef AI \u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>Azure AI \u5de5\u7a0b\u5e2b\u5177\u6709\u958b\u767c\u4f7f\u7528 Python \u6216 C# \u7b49\u8a9e\u8a00\u7684\u89e3\u6c7a\u65b9\u6848\u7684\u7d93\u9a57\uff0c\u4e26\u4e14\u61c9\u8a72\u80fd\u5920\u4f7f\u7528\u57fa\u65bc REST \u7684 API \u548c\u8edf\u9ad4\u958b\u767c\u5de5\u5177\u5957\u4ef6 \uff08SDK\uff09 \u4f86\u69cb\u5efa\u5b89\u5168\u7684\u5716\u50cf\u8655\u7406\u3001\u8996\u983b\u8655\u7406\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406 \uff08NLP\uff09\u3001\u77e5\u8b58\u6316\u6398\u548c\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848\u3002 \u4ed6\u5011\u61c9\u719f\u6089\u5be6\u73fe AI \u89e3\u6c7a\u65b9\u6848\u7684\u6240\u6709\u65b9\u6cd5\u3002 \u6b64\u5916\uff0c\u4ed6\u5011\u4e86\u89e3\u69cb\u6210 Azure AI \u7522\u54c1\u7fa4\u7d44\u7684\u5143\u4ef6\u4ee5\u53ca\u53ef\u7528\u7684\u6578\u64da\u5132\u5b58\u9078\u9805\u3002 Azure AI \u5de5\u7a0b\u5e2b\u9084\u9700\u8981\u7406\u89e3\u4e26\u80fd\u5920\u61c9\u7528\u8ca0\u8cac\u4efb AI \u539f\u5247\u3002<\/p>\n<p>\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<\/p>\n<p>\u5be6\u73fe\u5f71\u50cf\u548c\u8996\u8a0a\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<\/p>\n<p>\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<\/p>\n<p>\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848 \uff085-10%\uff09<\/p>\n<p>\u5be6\u73fe\u5c0d\u8a71\u5f0f AI \u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<\/p>\n<p>\u8a08\u5283\u548c\u7ba1\u7406 Azure AI \u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<br \/>\n\u9078\u64c7\u9069\u7576\u7684 Azure AI \u670d\u52d9<br \/>\n\u70ba\u8996\u89ba\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u8a9e\u8a00\u5206\u6790\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u6c7a\u7b56\u652f\u63f4\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u70ba\u8a9e\u97f3\u89e3\u6c7a\u65b9\u6848\u9078\u64c7\u9069\u7576\u7684\u670d\u52d9<\/p>\n<p>\u9078\u64c7\u9069\u7576\u7684\u61c9\u7528 AI \u670d\u52d9<\/p>\n<p>\u70ba Azure AI \u670d\u52d9\u8a08\u756b\u548c\u914d\u7f6e\u5b89\u5168\u6027<br \/>\n\u7ba1\u7406\u5e33\u6236\u91d1\u9470<\/p>\n<p>\u7ba1\u7406\u8cc7\u6e90\u7684\u8eab\u4efd\u9a57\u8b49<\/p>\n<p>\u4f7f\u7528 Azure \u865b\u64ec\u7db2\u8def\u4fdd\u8b77\u670d\u52d9<\/p>\n<p>\u8a08\u5283\u7b26\u5408\u8ca0\u8cac\u4efb AI \u539f\u5247\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u548c\u7ba1\u7406 Azure AI \u670d\u52d9<br \/>\n\u5275\u5efa Azure AI \u8cc7\u6e90<\/p>\n<p>\u914d\u7f6e\u8a3a\u65b7\u65e5\u8a8c\u8a18\u9304<\/p>\n<p>\u7ba1\u7406 Azure AI \u670d\u52d9\u7684\u6210\u672c<\/p>\n<p>\u76e3\u8996 Azure AI \u8cc7\u6e90<\/p>\n<p>\u90e8\u7f72 Azure AI \u670d\u52d9<br \/>\n\u78ba\u5b9a\u670d\u52d9\u7684\u9810\u8a2d\u7d42\u7d50\u9ede<\/p>\n<p>\u4f7f\u7528 Azure \u9580\u6236\u5275\u5efa\u8cc7\u6e90<\/p>\n<p>\u5c07 Azure AI \u670d\u52d9\u6574\u5408\u5230\u6301\u7e8c\u6574\u5408 \/\u6301\u7e8c\u90e8\u7f72 \uff08CI\/CD\uff09 \u7ba1\u9053\u4e2d<\/p>\n<p>\u8a08\u5283\u5bb9\u5668\u90e8\u7f72<\/p>\n<p>\u5728\u9023\u63a5\u7684\u74b0\u5883\u4e2d\u5be6\u73fe\u9810\u751f\u6210\u5bb9\u5668<\/p>\n<p>\u5275\u5efa\u89e3\u6c7a\u65b9\u6848\u4ee5\u6aa2\u6e2c\u7570\u5e38\u4e26\u6539\u9032\u5167\u5bb9<br \/>\n\u5275\u5efa\u4f7f\u7528\u7570\u5e38\u6aa2\u6e2c\u5668\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u5167\u5bb9\u5be9\u67e5\u5668\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528\u500b\u4eba\u5316\u9ad4\u9a57\u5275\u5efa\u670d\u52d9\uff08\u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u6307\u6a19\u9867\u554f\uff08Azure \u61c9\u7528 AI \u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u4f7f\u7528 Azure \u6c89\u6d78\u5f0f\u95b1\u8b80\u5668\uff08Azure \u61c9\u7528 AI \u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u7684\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5be6\u73fe\u5f71\u50cf\u548c\u8996\u8a0a\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0815-20%\uff09<br \/>\n\u5206\u6790\u5716\u50cf<br \/>\n\u9078\u64c7\u9069\u7576\u7684\u8996\u89ba\u7279\u5fb5\u4ee5\u6eff\u8db3\u5716\u50cf\u8655\u7406\u8981\u6c42<\/p>\n<p>\u5275\u5efa\u5716\u50cf\u8655\u7406\u8acb\u6c42\u4ee5\u5305\u542b\u9069\u7576\u7684\u5716\u50cf\u5206\u6790\u529f\u80fd<\/p>\n<p>\u89e3\u91cb\u5716\u50cf\u8655\u7406\u56de\u61c9<\/p>\n<p>\u5f9e\u5716\u50cf\u4e2d\u63d0\u53d6\u6587\u5b57<br \/>\n\u4f7f\u7528\u96fb\u8166\u8996\u89ba\u670d\u52d9\u5f9e\u5716\u50cf\u6216 PDF \u4e2d\u63d0\u53d6\u6587\u5b57<\/p>\n<p>\u4f7f\u7528\u96fb\u8166\u8996\u89ba\u670d\u52d9\u8f49\u63db\u624b\u5beb\u6587\u5b57<\/p>\n<p>\u4f7f\u7528 Azure \u8868\u55ae\u8b58\u5225\u5668\u4e2d\u7684\u9810\u751f\u6210\u6a21\u578b\u63d0\u53d6\u8cc7\u8a0a<\/p>\n<p>\u70ba Azure \u8868\u55ae\u8b58\u5225\u5668\u751f\u6210\u548c\u512a\u5316\u81ea\u5b9a\u7fa9\u6a21\u578b<\/p>\n<p>\u4f7f\u7528\u81ea\u5b9a\u7fa9\u8996\u89ba\u670d\u52d9\uff08Azure \u8a8d\u77e5\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff09\u5be6\u73fe\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c<br \/>\n\u5728\u5716\u50cf\u5206\u985e\u548c\u7269\u9ad4\u6aa2\u6e2c\u6a21\u578b\u4e4b\u9593\u9078\u64c7<\/p>\n<p>\u6307\u5b9a\u6a21\u578b\u914d\u7f6e\u9078\u9805\uff0c\u5305\u62ec\u985e\u5225\u3001\u7248\u672c\u548c\u58d3\u7e2e<\/p>\n<p>\u6a19\u8a18\u5716\u50cf<\/p>\n<p>\u8a13\u7df4\u81ea\u5b9a\u7fa9\u5716\u50cf\u6a21\u578b\uff0c\u5305\u62ec\u5206\u985e\u5668\u548c\u6aa2\u6e2c\u5668<\/p>\n<p>\u7ba1\u7406\u8a13\u7df4\u53cd\u8986\u904b\u7b97<\/p>\n<p>\u8a55\u4f30\u6a21\u578b\u6307\u6a19<\/p>\n<p>\u767c\u4f48\u5df2\u8a13\u7df4\u7684\u6a21\u578b\u53cd\u8986\u904b\u7b97<\/p>\n<p>\u532f\u51fa\u6a21\u578b\u4ee5\u5728\u7279\u5b9a\u76ee\u6a19\u4e0a\u904b\u884c<\/p>\n<p>\u4ee5 Docker \u5bb9\u5668\u5f62\u5f0f\u5be6\u73fe\u81ea\u5b9a\u7fa9\u8996\u89ba\u6a21\u578b<\/p>\n<p>\u89e3\u91cb\u6a21\u578b\u56de\u61c9<\/p>\n<p>\u8655\u7406\u8996\u983b<br \/>\n\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u8655\u7406\u8996\u983b<\/p>\n<p>\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u5f9e\u8996\u983b\u6216\u5373\u6642\u6d41\u4e2d\u63d0\u53d6\u898b\u89e3<\/p>\n<p>\u4f7f\u7528 Azure \u5f71\u7247\u7d22\u5f15\u5668\u5be6\u73fe\u5167\u5bb9\u5be9\u6838<\/p>\n<p>\u5c07\u81ea\u5b9a\u7fa9\u8a9e\u8a00\u6a21\u578b\u96c6\u6210\u5230 Azure \u8996\u983b\u7d22\u5f15\u5668\u4e2d<\/p>\n<p>\u5be6\u73fe\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u89e3\u6c7a\u65b9\u6848 \uff0825-30%\uff09<br \/>\n\u5206\u6790\u6587\u672c<br \/>\n\u6aa2\u7d22\u548c\u8655\u7406\u95dc\u9375\u77ed\u8a9e<\/p>\n<p>\u6aa2\u7d22\u548c\u8655\u7406\u5be6\u9ad4<\/p>\n<p>\u6aa2\u7d22\u548c\u8655\u7406\u60c5\u7dd2<\/p>\n<p>\u6aa2\u6e2c\u6587\u5b57\u4e2d\u4f7f\u7528\u7684\u8a9e\u8a00<\/p>\n<p>\u5075\u6e2c\u500b\u4eba\u8eab\u4efd\u8cc7\u8a0a \uff08PII\uff09<\/p>\n<p>\u8655\u7406\u8a9e\u97f3<br \/>\n\u5be6\u73fe\u548c\u81ea\u5b9a\u7fa9\u6587\u672c\u8f49\u8a9e\u97f3<\/p>\n<p>\u5be6\u73fe\u548c\u81ea\u5b9a\u7fa9\u8a9e\u97f3\u8f49\u6587\u672c<\/p>\n<p>\u4f7f\u7528 SSML \u548c\u795e\u7d93\u7db2\u8def\u5b9a\u88fd\u8072\u97f3\u6539\u9032\u6587\u5b57\u8f49\u8a9e\u97f3<\/p>\n<p>\u4f7f\u7528\u77ed\u8a9e\u6e05\u55ae\u548c\u81ea\u5b9a\u7fa9\u8a9e\u97f3\u8fa8\u8b58\u6539\u9032\u8a9e\u97f3\u8f49\u6587\u672c<\/p>\n<p>\u5be6\u73fe\u610f\u5411\u8b58\u5225<\/p>\n<p>\u5be6\u73fe\u95dc\u9375\u5b57\u8b58\u5225<\/p>\n<p>\u8f49\u63db\u8a9e\u8a00<br \/>\n\u4f7f\u7528\u8f49\u63db\u5668\u670d\u52d9\u8f49\u63db\u6587\u5b57\u548c\u6587\u4ef6<\/p>\n<p>\u5be6\u73fe\u81ea\u5b9a\u7fa9\u8f49\u63db\uff0c\u5305\u62ec\u8a13\u7df4\u3001\u6539\u9032\u548c\u767c\u4f48\u81ea\u5b9a\u7fa9\u6a21\u578b<\/p>\n<p>\u4f7f\u7528\u8a9e\u97f3\u670d\u52d9\u5c07\u8a9e\u97f3\u8f49\u63db\u70ba\u8a9e\u97f3<\/p>\n<p>\u4f7f\u7528\u8a9e\u97f3\u670d\u52d9\u5c07\u8a9e\u97f3\u8f49\u63db\u70ba\u6587\u672c<\/p>\n<p>\u540c\u6642\u8f49\u63db\u70ba\u591a\u7a2e\u8a9e\u8a00<\/p>\n<p>\u751f\u6210\u548c\u7ba1\u7406\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<br \/>\n\u5275\u5efa\u610f\u5411\u4e26\u6dfb\u52a0\u8a9e\u53e5<\/p>\n<p>\u5275\u5efa\u5be6\u9ad4<\/p>\n<p>\u8a13\u7df4\u3001\u8a55\u4f30\u3001\u90e8\u7f72\u548c\u6e2c\u8a66\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<\/p>\n<p>\u512a\u5316\u8a9e\u8a00\u7406\u89e3 \uff08LUIS\uff09 \u6a21\u578b<\/p>\n<p>\u4f7f\u7528 Orchestrator \u96c6\u6210\u591a\u7a2e\u8a9e\u8a00\u670d\u52d9\u6a21\u578b<\/p>\n<p>\u5c0e\u5165\u548c\u5c0e\u51fa\u8a9e\u8a00\u7406\u89e3\u6a21\u578b<\/p>\n<p>\u5275\u5efa\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<br \/>\n\u5275\u5efa\u554f\u984c\u89e3\u7b54\u5c08\u6848<\/p>\n<p>\u624b\u52d5\u6dfb\u52a0\u554f\u7b54\u5c0d<\/p>\n<p>\u532f\u5165\u6e90<\/p>\n<p>\u8a13\u7df4\u548c\u6e2c\u8a66\u77e5\u8b58\u5eab<\/p>\n<p>\u767c\u4f48\u77e5\u8b58\u5eab<\/p>\n<p>\u5275\u5efa\u591a\u56de\u5408\u5c0d\u8a71<\/p>\n<p>\u6dfb\u52a0\u5099\u7528\u63aa\u8fad<\/p>\n<p>\u5411\u77e5\u8b58\u5eab\u6dfb\u52a0\u804a\u5929\u5167\u5bb9<\/p>\n<p>\u5c0e\u5165\u77e5\u8b58\u5eab<\/p>\n<p>\u5275\u5efa\u591a\u8a9e\u8a00\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5275\u5efa\u591a\u57df\u554f\u984c\u89e3\u7b54\u89e3\u6c7a\u65b9\u6848<\/p>\n<p>\u5c0d\u554f\u7b54\u5c0d\u4f7f\u7528\u5143\u6578\u64da<\/p>\n<p>\u5be6\u73fe\u77e5\u8b58\u6316\u6398\u89e3\u6c7a\u65b9\u6848 \uff085-10%\uff09<br \/>\n\u5be6\u73fe\u8a8d\u77e5\u641c\u7d22\u89e3\u6c7a\u65b9\u6848<br \/>\n\u9810\u914d\u8a8d\u77e5\u641c\u7d22\u8cc7\u6e90<\/p>\n<p>\u5275\u5efa\u6578\u64da\u6e90<\/p>\n<p>\u5b9a\u7fa9\u7d22\u5f15<\/p>\n<p>\u5275\u5efa\u4e26\u904b\u884c\u7d22\u5f15\u5668<\/p>\n<p>\u67e5\u8be2\u7d22\u5f15\uff0c\u5305\u62ec\u8bed\u6cd5\u3001\u6392\u5e8f\u3001\u7b5b\u9009\u548c\u901a\u914d\u7b26<\/p>\n<p>\u7ba1\u7406\u77e5\u8bc6\u5b58\u50a8\u6295\u5f71\uff0c\u5305\u62ec\u6587\u4ef6\u3001\u5bf9\u8c61\u548c\u8868\u6295\u5f71<\/p>\n<p>\u5c06 AI \u6269\u5145\u6280\u80fd\u5e94\u7528\u4e8e\u7d22\u5f15\u5668\u7ba1\u9053<br \/>\n\u5c06\u8ba4\u77e5\u670d\u52a1\u5e10\u6237\u9644\u52a0\u5230\u6280\u80fd\u7ec4<\/p>\n<p>\u9009\u62e9\u5e76\u5305\u542b\u6587\u6863\u7684\u5185\u7f6e\u6280\u80fd<\/p>\n<p>\u5b9e\u73b0\u81ea\u5b9a\u4e49\u6280\u80fd\u5e76\u5c06\u5176\u5305\u542b\u5728\u6280\u80fd\u7ec4\u4e2d<\/p>\n<p>\u5b9e\u73b0\u589e\u91cf\u6269\u5145<\/p>\n<p>\u5b9e\u73b0\u5bf9\u8bdd\u5f0f AI \u89e3\u51b3\u65b9\u6848 (15-20%)<br \/>\n\u8bbe\u8ba1\u548c\u5b9e\u73b0\u5bf9\u8bdd\u6d41<br \/>\n\u8bbe\u8ba1\u673a\u5668\u4eba\u7684\u5bf9\u8bdd\u903b\u8f91<\/p>\n<p>\u4e3a\u673a\u5668\u4eba\u9009\u62e9\u5408\u9002\u7684\u6d3b\u52a8\u5904\u7406\u7a0b\u5e8f\u3001\u5bf9\u8bdd\u6216\u4e3b\u9898\u3001\u89e6\u53d1\u5668\u548c\u72b6\u6001\u5904\u7406<\/p>\n<p>\u751f\u6210\u5c0d\u8a71\u6a5f\u5668\u4eba<br \/>\n\u901a\u904e\u7bc4\u672c\u5275\u5efa\u6a5f\u5668\u4eba<\/p>\n<p>\u5f9e\u982d\u958b\u59cb\u5275\u5efa\u6a5f\u5668\u4eba<\/p>\n<p>\u5be6\u73fe\u6d3b\u52d5\u8655\u7406\u7a0b\u5f0f\u3001\u5c0d\u8a71\u6216\u4e3b\u984c\u548c\u89f8\u767c\u5668<\/p>\n<p>\u5be6\u73fe\u7279\u5b9a\u65bc\u901a\u9053\u7684\u908f\u8f2f<\/p>\n<p>\u5be6\u73fe\u81ea\u9069\u61c9\u5361\u7247<\/p>\n<p>\u5728\u6a5f\u5668\u4eba\u4e2d\u5be6\u73fe\u591a\u8a9e\u8a00\u652f\u63f4<\/p>\n<p>\u5be6\u73fe\u591a\u6b65\u9a5f\u5c0d\u8a71<\/p>\n<p>\u7ba1\u7406\u6a5f\u5668\u4eba\u7684\u72c0\u614b<\/p>\n<p>\u5c07\u8a8d\u77e5\u670d\u52d9\u96c6\u6210\u5230\u6a5f\u5668\u4eba\u4e2d\uff0c\u5305\u62ec\u554f\u984c\u89e3\u7b54\u3001\u8a9e\u8a00\u7406\u89e3\u548c\u8a9e\u97f3\u670d\u52d9<\/p>\n<p>\u6e2c\u8a66\u3001\u767c\u4f48\u548c\u7dad\u8b77\u5c0d\u8a71\u6a5f\u5668\u4eba<br \/>\n\u4f7f\u7528 Bot Framework Emulator \u6216 Power Virtual Agents Web \u61c9\u7528\u6e2c\u8a66\u6a5f\u5668\u4eba<\/p>\n<p>\u5728\u7279\u5b9a\u65bc\u901a\u9053\u7684\u74b0\u5883\u4e2d\u6e2c\u8a66\u6a5f\u5668\u4eba<\/p>\n<p>\u6392\u67e5\u5c0d\u8a71\u6a5f\u5668\u4eba\u554f\u984c<\/p>\n<p>\u90e8\u7f72\u6a5f\u5668\u4eba\u908f\u8f2f<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-102\u8003\u8a66\u5b78\u7fd2\u6307\u5357\u61c9\u8aac\u660e\u4f60\u4e86\u89e3\u8003\u8a66\u7684\u9810\u671f\u5167\u5bb9\uff0c\u4e26\u5305\u542b\u8003\u8a66\u53ef\u80fd\u6db5\u84cb\u7684\u4e3b\u984c\u6458\u8981\u4ee5\u53ca\u6307\u5411\u5176\u4ed6\u8cc7\u6e90\u7684\u9023\u7d50\u3002 \u672c\u6587 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[3408],"class_list":["post-5931","post","type-post","status-publish","format-standard","hentry","category-killtest","tag-ai-102"],"_links":{"self":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/5931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/comments?post=5931"}],"version-history":[{"count":1,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/5931\/revisions"}],"predecessor-version":[{"id":5932,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/5931\/revisions\/5932"}],"wp:attachment":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/media?parent=5931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/categories?post=5931"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/tags?post=5931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}