[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-4-ways-microsoft-is-building-agentic-apps-zh":3,"article-related-4-ways-microsoft-is-building-agentic-apps-zh":33,"series-industry-d0c15fc4-984c-4fdf-8797-17cb43518149":86},{"id":4,"slug":5,"title":6,"content":7,"summary":8,"source":9,"source_url":10,"author":11,"image_url":12,"cover_image":12,"category":13,"language":14,"translated_content":11,"related_article_id":15,"keywords":16,"key_takeaways":25,"views":29,"created_at":30,"published_at":31,"topic_cluster_id":32},"d0c15fc4-984c-4fdf-8797-17cb43518149","4-ways-microsoft-is-building-agentic-apps-zh","4 個 Microsoft 建構 agentic apps 的方式","\u003Cp data-speakable=\"summary\">這篇整理 \u003Ca href=\"\u002Ftag\u002Fmicrosoft\">Microsoft\u003C\u002Fa> 的 4 項更新，說明 agentic apps 要\u003Ca href=\"\u002Fnews\u002Fai-fraud-blockchain-finance-defenses-zh\">怎麼\u003C\u002Fa>用共享資料、快速後端與 PostgreSQL 工具來落地。\u003C\u002Fp>\n\u003Cp>看完這 4 項，你可以更快決定：要先用哪個平台打底、哪個工具加速開發，以及哪種資料庫更適合你的 AI 工作負載。Microsoft Build 2026 的重點很一致，就是把 agentic app 的路徑縮短，讓團隊少做整合、多做產品。\u003C\u002Fp>\n\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>項目\u003C\u002Fth>\u003Cth>類型\u003C\u002Fth>\u003Cth>關鍵規格\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>Microsoft Fabric\u003C\u002Ftd>\u003Ctd>資料與 AI 平台\u003C\u002Ftd>\u003Ctd>共享分析、營運與即時資料上下文\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Rayfin\u003C\u002Ftd>\u003Ctd>SDK 與 CLI\u003C\u002Ftd>\u003Ctd>可直接部署到 Fabric，含資料庫、認證與後端邏輯\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Azure HorizonDB\u003C\u002Ftd>\u003Ctd>PostgreSQL 資料庫\u003C\u002Ftd>\u003Ctd>最高 128 TB、最高 3,072 vCores、跨區提交延遲低於毫秒\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Azure Database for PostgreSQL\u003C\u002Ftd>\u003Ctd>代管 PostgreSQL 服務\u003C\u002Ftd>\u003Ctd>Defender for Cloud 整合與新遷移工具\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Ch2>1. Microsoft Fabric\u003C\u002Fh2>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fmicrosoft-fabric\u002F\">Microsoft Fabric\u003C\u002Fa> 是這組更新的底座。它把資料、分析、營運訊號和 AI 能力放在同一層，讓 \u003Ca href=\"\u002Ftag\u002Fagent\">agent\u003C\u002Fa> 不必每次都從零開始拼接上下文。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780564668751-vfs6.png\" alt=\"4 個 Microsoft 建構 agentic apps 的方式\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\n\u003Cp>對 agentic app 來說，最大問題不是模型，而是資料太散。Fabric 的價值在於把業務上下文集中起來，讓多個 agent 共用同一份語意與資料來源，減少額外黏合\u003Ca href=\"\u002Fnews\u002Fanthropic-code-review-tool-ai-generated-code-zh\">程式\u003C\u002Fa>。\u003C\u002Fp>\n\u003Cul>\n  \u003Cli>適合需要多個 agent 共用上下文的團隊\u003C\u002Fli>\n  \u003Cli>可把 app 資料集中到 OneLake\u003C\u002Fli>\n  \u003Cli>方便串接語意模型與視覺化\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>2. Rayfin\u003C\u002Fh2>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Flearn.microsoft.com\u002F\">Rayfin\u003C\u002Fa> 是新的 SDK 和 CLI，目標是把 prompt 想法變成可部署的後端。Microsoft 的\u003Ca href=\"\u002Fnews\u002F5-republican-quotes-on-federal-fraud-crackdowns-zh\">說法\u003C\u002Fa>很直接：它能產生企業級 backend，包含資料庫、認證與其他必要元件，然後直接部署到 Fabric。\u003C\u002Fp>\n\u003Cp>它的重點不是把開發包裝成黑盒，而是讓流程更快但仍保留 code-first 控制。對習慣 \u003Ca href=\"\u002Ftag\u002Fgithub\">GitHub\u003C\u002Fa> 工作流的團隊來說，資料模型、後端邏輯與存取政策都能維持可編排、可審查的狀態。\u003C\u002Fp>\n\u003Cul>\n  \u003Cli>開源 SDK 與 CLI\u003C\u002Fli>\n  \u003Cli>可生成資料庫與認證基礎架構\u003C\u002Fli>\n  \u003Cli>支援直接部署到 Fabric\u003C\u002Fli>\n  \u003Cli>適合 GitHub-based 開發流程\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>3. Azure HorizonDB\u003C\u002Fh2>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fpostgresql\u002F\">Azure HorizonDB\u003C\u002Fa> 是 Microsoft 新推出的 PostgreSQL 選項，主打 AI 應用。它保留 PostgreSQL 相容性，但把規模、延遲與向量能力一起拉高，適合真正上線的 agent 工作負載。\u003C\u002Fp>\n\u003Cfigure class=\"my-6\">\u003Cimg src=\"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780564670338-a8n1.png\" alt=\"4 個 Microsoft 建構 agentic apps 的方式\" class=\"rounded-xl w-full\" loading=\"lazy\" \u002F>\u003C\u002Ffigure>\n\n\u003Cp>規格是亮點：儲存可到 128 TB，計算可擴到 3,072 vCores，並具備 zone resilience、sub-millisecond multi-zone commit latency、vector search 與 AI model management。這代表它不只是能跑，而是能撐住高頻互動與資料密集型流程。\u003C\u002Fp>\n\u003Cul>\n  \u003Cli>PostgreSQL 相容且代管\u003C\u002Fli>\n  \u003Cli>目前為 public preview\u003C\u002Fli>\n  \u003Cli>最高 128 TB 儲存空間\u003C\u002Fli>\n  \u003Cli>最高 3,072 vCores\u003C\u002Fli>\n  \u003Cli>支援 vector search 與 AI model management\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>4. Azure Database for PostgreSQL\u003C\u002Fh2>\n\u003Cp>\u003Ca href=\"https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fpostgresql\u002F\">Azure Database for PostgreSQL\u003C\u002Fa> 比較像現有系統的升級路線。對已經在跑 PostgreSQL 的團隊來說，它提供更穩定的代管基礎，適合先把安全性、遷移與營運流程補齊。\u003C\u002Fp>\n\u003Cp>這次更新加入 Defender for Cloud 整合的 preview，以及新的遷移工具。若你的重點是保住既有工作負載、同時提升可觀測性與合規性，它通常比直接換到新資料庫更容易落地。\u003C\u002Fp>\n\u003Cul>\n  \u003Cli>適合既有 PostgreSQL 工作負載\u003C\u002Fli>\n  \u003Cli>Defender for Cloud 整合 preview\u003C\u002Fli>\n  \u003Cli>新增遷移與現代化工具\u003C\u002Fli>\n  \u003Cli>偏向安全與營運改善\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2>怎麼挑\u003C\u002Fh2>\n\u003Cp>如果你要的是共用資料底座，先看 Microsoft Fabric。若你想把想法快速變成可部署後端，Rayfin 最實用。若你的新專案需要 AI 友善、可大規模擴充的 PostgreSQL，HorizonDB 更有吸引力。\u003C\u002Fp>\n\u003Cp>已經有 PostgreSQL 系統的團隊，通常先從 Azure Database for PostgreSQL 著手最穩。簡單說，Fabric 管上下文，Rayfin 管組裝速度，HorizonDB 管新 AI 工作負載，而 PostgreSQL 服務則管既有系統現代化。\u003C\u002Fp>","4 項 Build 更新一次看懂：Fabric、Rayfin、HorizonDB 與 PostgreSQL 工具，幫你判斷 agentic app 該怎麼起步與擴充。","azure.microsoft.com","https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fblog\u002Fmicrosoft-build-2026-building-agentic-apps-with-microsoft-fabric-and-microsoft-databases\u002F",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780564668751-vfs6.png","industry","zh","98eac7da-728d-4dce-974a-b32b55bf522d",[17,18,19,20,21,22,23,24],"Microsoft Build","agentic apps","Microsoft Fabric","Rayfin","Azure HorizonDB","Azure Database for PostgreSQL","PostgreSQL","AI infrastructure",[26,27,28],"Fabric 提供共享資料與 AI 上下文，適合多 agent 協作。","Rayfin 把後端生成與部署流程縮短，適合快速原型到上線。","HorizonDB 面向高規模 AI 工作負載，現有 PostgreSQL 則適合既有系統升級。",0,"2026-06-04T09:17:20.052731+00:00","2026-06-04T09:17:20.043+00:00","caa87b65-9bbc-46fe-bba8-4f4158dd2d8b",{"tags":34,"relatedLang":45,"relatedPosts":49},[35,37,39,41,43],{"name":19,"slug":36},"microsoft-fabric",{"name":18,"slug":38},"agentic-apps",{"name":17,"slug":40},"microsoft-build",{"name":21,"slug":42},"azure-horizondb",{"name":20,"slug":44},"rayfin",{"id":15,"slug":46,"title":47,"language":48},"4-ways-microsoft-is-building-agentic-apps-en","4 ways Microsoft is building agentic apps","en",[50,56,62,68,74,80],{"id":51,"slug":52,"title":53,"cover_image":54,"image_url":54,"created_at":55,"category":13},"cad99049-9883-450d-84f5-6ed92a7c51d3","wolters-kluwer-deepens-openai-deal-stock-slips-zh","Wolters Kluwer 加深 OpenAI 合作","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780570971912-870u.png","2026-06-04T11:02:25.638893+00:00",{"id":57,"slug":58,"title":59,"cover_image":60,"image_url":60,"created_at":61,"category":13},"046d62be-05e2-47ff-908b-b0bfa603ae35","5-cuda-13-3-updates-for-gpu-developers-zh","5 個 CUDA 13.3 GPU 開發更新","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780568291192-epf6.png","2026-06-04T10:17:44.229366+00:00",{"id":63,"slug":64,"title":65,"cover_image":66,"image_url":66,"created_at":67,"category":13},"65ca7e37-1bf4-4e29-b7f8-cf6ae3182b72","congress-should-treat-fraud-cuts-as-tax-relief-zh","為什麼國會該把打擊詐領當成減稅，而不是殘酷","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780562880881-bpta.png","2026-06-04T08:47:27.829649+00:00",{"id":69,"slug":70,"title":71,"cover_image":72,"image_url":72,"created_at":73,"category":13},"f95cf6d8-0989-4ecd-88c4-c0ee6055b2ad","why-lisa-mcclain-committee-assignments-matter-zh","為什麼 Lisa McClain 的委員會席次比她的新聞標題更重要","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780561972248-a8m5.png","2026-06-04T08:32:20.773326+00:00",{"id":75,"slug":76,"title":77,"cover_image":78,"image_url":78,"created_at":79,"category":13},"76032ead-61f6-4f4f-a023-e20cb93a621b","why-the-clarity-act-is-here-to-stay-zh","為什麼 CLARITY Act 會留下來","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780561074594-hqmg.png","2026-06-04T08:17:26.885295+00:00",{"id":81,"slug":82,"title":83,"cover_image":84,"image_url":84,"created_at":85,"category":13},"381601ca-ac6d-41db-b8df-2711eadd0ed1","5-republican-quotes-on-federal-fraud-crackdowns-zh","5 個共和黨對聯邦反詐騙的說法","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780560172625-9ek9.png","2026-06-04T08:02:23.403684+00:00",[87,92,97,102,107,112,117,122,127,132],{"id":88,"slug":89,"title":90,"created_at":91},"ee073da7-28b3-4752-a319-5a501459fb87","ai-in-2026-what-actually-matters-now-zh","2026 AI 真正重要的事","2026-03-26T07:09:12.008134+00:00",{"id":93,"slug":94,"title":95,"created_at":96},"83bd1795-8548-44c9-9a7e-de50a0923f71","trump-ai-framework-power-speech-state-preemption-zh","川普 AI 框架瞄準電力、言論與州權","2026-03-26T07:12:18.695466+00:00",{"id":98,"slug":99,"title":100,"created_at":101},"ea6be18b-c903-4e54-97b7-5f7447a612e0","nvidia-gtc-2026-big-ai-announcements-zh","NVIDIA GTC 2026 重點拆解","2026-03-26T07:14:26.62638+00:00",{"id":103,"slug":104,"title":105,"created_at":106},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","2026-03-26T07:22:52.325888+00:00",{"id":108,"slug":109,"title":110,"created_at":111},"bd903b15-2473-4178-9789-b7557816e535","openclaw-raises-hard-question-for-ai-models-zh","OpenClaw 逼問 AI 模型價值","2026-03-26T07:24:54.707486+00:00",{"id":113,"slug":114,"title":115,"created_at":116},"eeac6b9e-ad9d-4831-8eec-8bba3f9bca6a","gap-google-gemini-checkout-fashion-search-zh","Gap 把結帳搬進 Gemini","2026-03-26T07:28:23.937768+00:00",{"id":118,"slug":119,"title":120,"created_at":121},"0740e53f-605d-4d57-8601-c10beb126f3c","google-pushes-gemini-transition-to-march-2026-zh","Google 把 Gemini 轉換延到 2026 年 3…","2026-03-26T07:30:12.825269+00:00",{"id":123,"slug":124,"title":125,"created_at":126},"e660d801-2421-4529-8fa9-86b82b066990","metas-llama-4-benchmark-scandal-gets-worse-zh","Meta Llama 4 分數風波又擴大","2026-03-26T07:34:21.156421+00:00",{"id":128,"slug":129,"title":130,"created_at":131},"183f9e7c-e143-40bb-a6d5-67ba84a3a8bc","accenture-mistral-ai-sovereign-enterprise-deal-zh","Accenture 攜手 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