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Chris Manning

Member since 2026

Silver League

6614 points
Orchestrate Workflows with the Data Agent Kit Earned Oct 9, 2026 EDT
Build Agent Skills with Google Earned Oct 9, 2026 EDT
運用工具讓 AI 代理具備所要能力 Earned Oct 9, 2026 EDT
管理 AI 代理的記憶與狀態 Earned Oct 9, 2026 EDT
AI 代理行為最佳化調整 Earned Oct 9, 2026 EDT
與 Google Antigravity 一同啟航:運用 AI 打造電玩遊戲 Earned Oct 9, 2026 EDT
生成式 AI 簡介 Earned Oct 9, 2026 EDT

This course brings AI-driven, natural-language data engineering into the IDE and CLI workflows you already use. Built on the Agent Development Kit (ADK), the Data Agent Kit connects to a wide array of Google Cloud services, including BigQuery, Spanner, BigLake, Dataproc, and Managed Airflow. By using it, you can collapse days of pipeline scaffolding, data build tool (dbt) authoring, and orchestration wiring into prompt-driven sessions. As an intermediate-to-advanced practitioner, you will learn to build a data agent with the Agent Development Kit (ADK). You'll wire up the Model Context Protocol (MCP) layer, and use your agent to explore catalogs, transform data, train models, and orchestrate scheduled pipelines on Google Cloud.

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Close the gap between general AI capabilities and your domain knowledge through Agent Skills. This course walks you through the full lifecycle of custom skill building, from local scaffolding and testing to enterprise scaling and sharing using Google's agent ecosystem, including Google Antigravity, ADK, and Skill Registry. Additionally, you use Google Agents CLI toolkit to attach skills to standalone 24/7 cloud agents, equipping your team with reliable, autonomous digital coworkers.

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您已建立具有進階設定功能的代理,可開始賦予代理實際應用能力。為代理配備工具,使代理能搜尋網路、執行程式碼、查詢資料庫和執行自訂動作。將代理從聰明的回覆者,轉變為能採取行動的得力助手。

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您已建構能回覆查詢的基本 LLM 代理,是時候讓代理有狀態。利用工作階段狀態建構能維持對話脈絡、記住使用者偏好,並提供個人化體驗的代理。將代理從無狀態的回覆者轉為智慧助理。

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您已經成功打造第一個代理,是時候迎接更進階的挑戰。在本課程中,您將學習如何應用進階指令、選擇模型、建立規劃能力及結構化輸出模式,藉此將基本 AI 代理轉為高明又精確的助理,讓您的技能更上一層樓。加入社群論壇,提出問題並參與討論

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在本課程中,您將學習如何在 Google Antigravity 中自動調度管理代理程式,以驚人的速度建構軟體。這堂實作課程會先引導您安裝 Antigravity 並開始使用,接著,您將使用 Firebase 啟用服務,以透過 Antigravity 建構應用程式。最後,您將提示 Antigravity 中的代理程式平行運作,打造出 Voyager 電玩遊戲。

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這個入門微學習課程主要說明生成式 AI 的定義和使用方式,以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具,協助您開發自己的生成式 AI 應用程式。

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