{"id":6523,"date":"2026-06-25T16:02:38","date_gmt":"2026-06-25T08:02:38","guid":{"rendered":"https:\/\/www.killtest.hk\/?p=6523"},"modified":"2026-06-25T16:02:38","modified_gmt":"2026-06-25T08:02:38","slug":"aws-certified-generative-ai-developer-professional-%e8%aa%8d%e8%ad%89%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.killtest.hk\/index.php\/killtest\/aws-certified-generative-ai-developer-professional-%e8%aa%8d%e8%ad%89%e8%a7%a3%e6%9e%90\/","title":{"rendered":"AWS Certified Generative AI Developer \u2013 Professional \u8a8d\u8b49\u89e3\u6790"},"content":{"rendered":"\n<p>\u96a8\u8457\u751f\u6210\u5f0f AI \u5f9e\u300c\u5de5\u5177\u300d\u5feb\u901f\u6f14\u8b8a\u70ba\u300c\u61c9\u7528\u6838\u5fc3\u80fd\u529b\u300d\uff0c\u96f2\u7aef\u5927\u5ee0\u4e5f\u958b\u59cb\u5c07 AI \u80fd\u529b\u7d0d\u5165\u6b63\u5f0f\u7684\u8a8d\u8b49\u9ad4\u7cfb\u3002\u5176\u4e2d\uff0cAmazon Web Services \u63a8\u51fa\u7684 <strong>AWS Certified Generative AI Developer \u2013 Professional<\/strong>\uff0c\u88ab\u8996\u70ba\u672a\u4f86 AI \u958b\u767c\u8005\u8207\u96f2\u7aef\u5de5\u7a0b\u5e2b\u7684\u91cd\u8981\u80fd\u529b\u8b49\u660e\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u9019\u5f35\u8b49\u7167\u7684\u6838\u5fc3\uff0c\u4e0d\u53ea\u662f\u300c\u6703\u7528 AI \u5de5\u5177\u300d\uff0c\u800c\u662f\u5f37\u8abf\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5982\u4f55\u5728 AWS \u751f\u614b\u7cfb\u4e2d\uff0c\u8a2d\u8a08\u3001\u958b\u767c\u3001\u90e8\u7f72\u4e26\u512a\u5316\u751f\u6210\u5f0f AI \u61c9\u7528\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e00\u3001\u8a8d\u8b49\u5b9a\u4f4d\u8207\u80cc\u666f<\/p>\n\n\n\n<p>AWS \u5728\u751f\u6210\u5f0f AI \u7684\u7b56\u7565\u4e3b\u8981\u570d\u7e5e\u4e09\u500b\u5c64\u7d1a\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>AI \u4f7f\u7528\u8005\uff08User\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528\u57fa\u790e\u751f\u6210\u5f0f AI \u5de5\u5177<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>AI \u958b\u767c\u8005\uff08Developer\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u69cb\u5efa Prompt\u3001RAG \u61c9\u7528\u3001API \u6574\u5408<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>AI \u67b6\u69cb\u5e2b\uff08Architect \/ Professional\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u8a2d\u8a08\u4f01\u696d\u7d1a AI \u7cfb\u7d71\u3001\u6cbb\u7406\u8207\u64f4\u5c55<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>AWS Certified Generative AI Developer \u2013 Professional \u5c6c\u65bc <strong>\u4e2d\u9ad8\u968e\u958b\u767c\u8005 \/ \u67b6\u69cb\u6574\u5408\u5c64\u7d1a<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p style=\"font-size:48px\">\u4e8c\u3001\u8003\u8a66\u6982\u89bd<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u26a0\ufe0f AWS \u8a8d\u8b49\u7d30\u7bc0\u53ef\u80fd\u96a8\u7248\u672c\u66f4\u65b0\u7565\u6709\u8abf\u6574\uff0c\u4ee5\u4e0b\u70ba\u57fa\u65bc\u76ee\u524d AWS AI \u8a8d\u8b49\u9ad4\u7cfb\u63a8\u6e2c\u8207\u6574\u7406\u7684\u901a\u7528\u67b6\u69cb\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>1. \u8003\u8a66\u5f62\u5f0f<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u985e\u578b\uff1a\u9078\u64c7\u984c + \u60c5\u5883\u984c\uff08Scenario-based\uff09<\/li>\n\n\n\n<li>\u96e3\u5ea6\uff1aProfessional \u7d1a\uff08\u504f\u5be6\u6230\uff09<\/li>\n\n\n\n<li>\u8a9e\u8a00\uff1a\u82f1\u6587\u70ba\u4e3b<\/li>\n\n\n\n<li>\u984c\u6578\uff1a\u7d04 50\u201365 \u984c\uff08\u4f9d AWS Professional \u7cfb\u5217\u63a8\u4f30\uff09<\/li>\n\n\n\n<li>\u6642\u9593\uff1a\u7d04 170 \u5206\u9418<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>2. \u6838\u5fc3\u8003\u5bdf\u65b9\u5411<\/p>\n\n\n\n<p>\u9019\u5f35\u8003\u8a66\u7684\u91cd\u9ede\u4e0d\u662f\u6a21\u578b\u7406\u8ad6\uff0c\u800c\u662f\u300c\u5de5\u7a0b\u843d\u5730\u80fd\u529b\u300d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e09\u3001\u6838\u5fc3\u77e5\u8b58\u9ede\u6574\u7406\uff08\u91cd\u9ede\u7ae0\u7bc0\uff09<\/p>\n\n\n\n<p>1\ufe0f\u20e3 \u751f\u6210\u5f0f AI \u67b6\u69cb\u8207 AWS Bedrock<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon Web Services <strong>Amazon Bedrock<\/strong>\n<ul class=\"wp-block-list\">\n<li>Foundation Models\uff08Claude\u3001Titan\u3001Llama \u7b49\uff09<\/li>\n\n\n\n<li>Model selection \u7b56\u7565<\/li>\n\n\n\n<li>\u591a\u6a21\u578b\u8abf\u7528\u67b6\u69cb<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prompt orchestration\uff08\u63d0\u793a\u8a5e\u7de8\u6392\uff09<\/li>\n\n\n\n<li>Model endpoint \u7ba1\u7406<\/li>\n\n\n\n<li>Latency \/ cost trade-off<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>2\ufe0f\u20e3 Prompt Engineering\uff08\u63d0\u793a\u5de5\u7a0b\uff09<\/p>\n\n\n\n<p>\u8003\u8a66\u6703\u5f37\u8abf\u300c\u5de5\u7a0b\u5316 Prompt\u300d\u800c\u4e0d\u662f\u5beb Prompt\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zero-shot \/ Few-shot \/ Chain-of-Thought<\/li>\n\n\n\n<li>System prompt vs User prompt<\/li>\n\n\n\n<li>Prompt template \u7ba1\u7406<\/li>\n\n\n\n<li>Prompt versioning<\/li>\n\n\n\n<li>Prompt injection \u9632\u8b77<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5e38\u898b\u8003\u9ede\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5982\u4f55\u964d\u4f4e hallucination<\/li>\n\n\n\n<li>\u5982\u4f55\u63d0\u9ad8 domain accuracy<\/li>\n\n\n\n<li>\u5982\u4f55\u8a2d\u8a08\u53ef\u91cd\u7528 prompt pipeline<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>3\ufe0f\u20e3 RAG\uff08Retrieval-Augmented Generation\uff09<\/p>\n\n\n\n<p>\u9019\u662f\u6574\u5f35\u8003\u8a66\u7684\u6838\u5fc3\u4e4b\u4e00\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5411\u91cf\u8cc7\u6599\u5eab\uff08Vector DB\uff09<\/li>\n\n\n\n<li>Embedding model \u4f7f\u7528\u65b9\u5f0f<\/li>\n\n\n\n<li>Knowledge Base \u5efa\u69cb<\/li>\n\n\n\n<li>Chunking strategies\uff08\u5207\u584a\u7b56\u7565\uff09<\/li>\n\n\n\n<li>Retrieval ranking<\/li>\n\n\n\n<li>Hybrid search\uff08keyword + vector\uff09<\/li>\n<\/ul>\n\n\n\n<p>AWS \u5e38\u898b\u5de5\u5177\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon OpenSearch<\/li>\n\n\n\n<li>Amazon Aurora pgvector<\/li>\n\n\n\n<li>Bedrock Knowledge Base<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>4\ufe0f\u20e3 AI Agents \u8207\u5de5\u5177\u8abf\u7528\uff08Tool Use\uff09<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Function calling \/ Tool use architecture<\/li>\n\n\n\n<li>Multi-agent workflow<\/li>\n\n\n\n<li>Task decomposition<\/li>\n\n\n\n<li>Planning vs execution separation<\/li>\n<\/ul>\n\n\n\n<p>\u61c9\u7528\u5834\u666f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52d5\u5ba2\u670d\u7cfb\u7d71<\/li>\n\n\n\n<li>DevOps AI assistant<\/li>\n\n\n\n<li>\u667a\u80fd\u5de5\u4f5c\u6d41\u7de8\u6392<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>5\ufe0f\u20e3 \u6a21\u578b\u5b89\u5168\u8207 Responsible AI<\/p>\n\n\n\n<p>\u9019\u4e00\u584a\u5728 AWS Professional \u7b49\u7d1a\u4f54\u6bd4\u5f88\u9ad8\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prompt injection \u9632\u79a6<\/li>\n\n\n\n<li>Data leakage prevention<\/li>\n\n\n\n<li>Bias \u8207 fairness<\/li>\n\n\n\n<li>Content filtering<\/li>\n\n\n\n<li>Guardrails\uff08Bedrock Guardrails\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>6\ufe0f\u20e3 \u6a21\u578b\u90e8\u7f72\u8207\u512a\u5316<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Serverless inference\uff08Lambda + Bedrock\uff09<\/li>\n\n\n\n<li>Container deployment\uff08ECS \/ EKS\uff09<\/li>\n\n\n\n<li>Auto scaling AI workloads<\/li>\n\n\n\n<li>Cost optimization\uff08token usage optimization\uff09<\/li>\n\n\n\n<li>Caching strategy<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>7\ufe0f\u20e3 AI \u61c9\u7528\u6574\u5408\uff08Application Integration\uff09<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>API Gateway + AI service integration<\/li>\n\n\n\n<li>Event-driven architecture\uff08EventBridge\uff09<\/li>\n\n\n\n<li>Step Functions workflow AI automation<\/li>\n\n\n\n<li>Logging &amp; monitoring\uff08CloudWatch\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u56db\u3001\u9069\u5408\u8003\u8a66\u7684\u4eba\u7fa4<\/p>\n\n\n\n<p>\u9019\u5f35\u8b49\u7167\u4e0d\u662f\u5165\u9580\u7d1a\uff0c\u9069\u5408\u4ee5\u4e0b\u4eba\u7fa4\uff1a<\/p>\n\n\n\n<p>\u2714 1. \u96f2\u7aef\u5de5\u7a0b\u5e2b\uff08Cloud Engineer\uff09<\/p>\n\n\n\n<p>\u5df2\u7d93\u719f\u6089 AWS \u670d\u52d9\uff0c\u5e0c\u671b\u9032\u5165 AI \u67b6\u69cb\u8a2d\u8a08<\/p>\n\n\n\n<p>\u2714 2. \u8edf\u9ad4\u958b\u767c\u5de5\u7a0b\u5e2b\uff08Backend \/ Full Stack\uff09<\/p>\n\n\n\n<p>\u60f3\u628a\u751f\u6210\u5f0f AI \u878d\u5165\u61c9\u7528\uff08SaaS \/ API \/ Agent\uff09<\/p>\n\n\n\n<p>\u2714 3. Data Engineer \/ ML Engineer<\/p>\n\n\n\n<p>\u5df2\u6709 ML \u57fa\u790e\uff0c\u60f3\u8f49\u5411 LLM \u61c9\u7528\u5c64<\/p>\n\n\n\n<p>\u2714 4. <a href=\"https:\/\/www.killtest.net\/Microsoft-Certified-Agentic-AI-Business-Solutions-Architect\/AB-100.asp\">AI Solution Architect<\/a><\/p>\n\n\n\n<p>\u8ca0\u8cac\u4f01\u696d AI \u7cfb\u7d71\u8a2d\u8a08\u8207\u843d\u5730<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e94\u3001\u4e0d\u9069\u5408\u7684\u4eba\u7fa4<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u5168\u6c92\u6709 AWS \u57fa\u790e<\/li>\n\n\n\n<li>\u6c92\u63a5\u89f8\u904e API \/ Cloud architecture<\/li>\n\n\n\n<li>\u53ea\u6703\u4f7f\u7528 ChatGPT\uff0c\u4e0d\u7406\u89e3\u7cfb\u7d71\u8a2d\u8a08<\/li>\n\n\n\n<li>\u6c92\u6709 Python \u6216 backend \u57fa\u790e<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5efa\u8b70\u5148\u8003\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AWS Cloud Practitioner<\/li>\n\n\n\n<li>AWS Solutions Architect \u2013 Associate<\/li>\n\n\n\n<li>\u6216 AI Practitioner \u985e\u57fa\u790e\u8b49\u7167<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u516d\u3001\u8003\u8a66\u96e3\u5ea6\u5206\u6790<\/p>\n\n\n\n<p>\u53ef\u4ee5\u7528\u4e09\u500b\u7dad\u5ea6\u7406\u89e3\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u96e3\u5ea6<\/th><\/tr><\/thead><tbody><tr><td>Prompt \u6280\u8853<\/td><td>\u4e2d<\/td><\/tr><tr><td>\u7cfb\u7d71\u67b6\u69cb<\/td><td>\u9ad8<\/td><\/tr><tr><td>RAG \/ \u5411\u91cf\u8cc7\u6599\u5eab<\/td><td>\u9ad8<\/td><\/tr><tr><td>AWS \u6574\u5408\u80fd\u529b<\/td><td>\u5f88\u9ad8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6574\u9ad4\u96e3\u5ea6\uff1a\u2b50\u2b50\u2b50\u2b50\u2606\uff08Professional \u7d1a\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e03\u3001\u5b78\u7fd2\u5efa\u8b70\u8def\u7dda\uff08\u5be6\u6230\u5c0e\u5411\uff09<\/p>\n\n\n\n<p>Step 1\uff1aAWS \u57fa\u790e<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>IAM \/ VPC \/ Lambda \/ S3<\/li>\n\n\n\n<li>API Gateway<\/li>\n<\/ul>\n\n\n\n<p>Step 2\uff1a\u751f\u6210\u5f0f AI \u57fa\u790e<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prompt engineering<\/li>\n\n\n\n<li>LLM \u57fa\u672c\u539f\u7406<\/li>\n<\/ul>\n\n\n\n<p>Step 3\uff1aAWS AI \u670d\u52d9<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Amazon Bedrock<\/li>\n\n\n\n<li>OpenSearch vector search<\/li>\n\n\n\n<li>SageMaker \u57fa\u790e\u6982\u5ff5<\/li>\n<\/ul>\n\n\n\n<p>Step 4\uff1aRAG \u5be6\u6230<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u505a\u4e00\u500b knowledge chatbot<\/li>\n\n\n\n<li>\u6587\u4ef6\u554f\u7b54\u7cfb\u7d71<\/li>\n<\/ul>\n\n\n\n<p>Step 5\uff1aAI Agent \u67b6\u69cb<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>tool use<\/li>\n\n\n\n<li>workflow automation<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u516b\u3001\u9019\u5f35\u8b49\u7167\u7684\u5e02\u5834\u50f9\u503c<\/p>\n\n\n\n<p>\u5728 AI \u6b63\u5728\u91cd\u69cb IT \u67b6\u69cb\u7684\u8da8\u52e2\u4e0b\uff0c\u9019\u5f35\u8b49\u7167\u7684\u50f9\u503c\u5728\u65bc\uff1a<\/p>\n\n\n\n<p>\u2714 1. \u5f9e\u300c\u4f7f\u7528 AI\u300d\u5347\u7d1a\u5230\u300c\u8a2d\u8a08 AI \u7cfb\u7d71\u300d<\/p>\n\n\n\n<p>\u2714 2. AWS \u751f\u614b AI \u80fd\u529b\u6574\u5408\u8b49\u660e<\/p>\n\n\n\n<p>\u2714 3. \u4f01\u696d AI \u5c08\u6848\u5be6\u6230\u80fd\u529b\u80cc\u66f8<\/p>\n\n\n\n<p>\u2714 4. AI + Cloud \u96d9\u80fd\u529b\u878d\u5408<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4e5d\u3001\u7e3d\u7d50<\/p>\n\n\n\n<p>AWS Certified Generative AI Developer \u2013 Professional \u7684\u6838\u5fc3\u4e0d\u662f\u300cAI \u7406\u8ad6\u8003\u8a66\u300d\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u4f60\u662f\u5426\u80fd\u5728\u96f2\u7aef\u74b0\u5883\u4e2d\uff0c\u628a LLM \u8b8a\u6210\u771f\u6b63\u53ef\u7528\u3001\u53ef\u64f4\u5c55\u3001\u53ef\u63a7\u7684\u4f01\u696d\u7d1a\u7cfb\u7d71\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u5728 AI \u5de5\u7a0b\u5316\u5feb\u901f\u666e\u53ca\u7684\u4eca\u5929\uff0c\u9019\u5f35\u8b49\u7167\u66f4\u50cf\u662f\u4e00\u500b\u5206\u6c34\u5dba\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ea\u6703\u7528 AI \u2192 \u4f7f\u7528\u8005<\/li>\n\n\n\n<li>\u80fd\u6574\u5408 AI \u2192 \u958b\u767c\u8005<\/li>\n\n\n\n<li>\u80fd\u8a2d\u8a08 AI \u7cfb\u7d71 \u2192 \u5c08\u696d\u5de5\u7a0b\u5e2b<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457\u751f\u6210\u5f0f AI \u5f9e\u300c\u5de5\u5177\u300d\u5feb\u901f\u6f14\u8b8a\u70ba\u300c\u61c9\u7528\u6838\u5fc3\u80fd\u529b\u300d\uff0c\u96f2\u7aef\u5927\u5ee0\u4e5f\u958b\u59cb\u5c07 AI \u80fd\u529b\u7d0d\u5165\u6b63\u5f0f\u7684\u8a8d\u8b49\u9ad4\u7cfb\u3002\u5176\u4e2d\uff0c [&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":[3554],"class_list":["post-6523","post","type-post","status-publish","format-standard","hentry","category-killtest","tag-ab-100"],"_links":{"self":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/6523","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=6523"}],"version-history":[{"count":1,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/6523\/revisions"}],"predecessor-version":[{"id":6524,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/posts\/6523\/revisions\/6524"}],"wp:attachment":[{"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/media?parent=6523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/categories?post=6523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.killtest.hk\/index.php\/wp-json\/wp\/v2\/tags?post=6523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}