[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-75447":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":10,"languages":10,"totalLinesOfCode":10,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":14,"subscribersCount":14,"size":14,"stars1d":15,"stars7d":12,"stars30d":16,"stars90d":14,"forks30d":14,"starsTrendScore":17,"compositeScore":18,"rankGlobal":10,"rankLanguage":10,"license":19,"archived":20,"fork":20,"defaultBranch":21,"hasWiki":20,"hasPages":20,"topics":22,"createdAt":10,"pushedAt":10,"updatedAt":32,"readmeContent":33,"aiSummary":34,"trendingCount":14,"starSnapshotCount":14,"syncStatus":35,"lastSyncTime":36,"discoverSource":37},75447,"agent-platform","Google-Cloud-AI\u002Fagent-platform","Google-Cloud-AI","A curated list of code samples and tutorials for building agents on Gemini Enterprise Agent Platform (previously Vertex AI).","https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform",null,200,36,6,0,8,82,24,4.7,"Apache License 2.0",false,"main",[23,24,25,26,27,28,29,30,31],"agentic","agentic-ai","agents","enterprise","gemini","gemini-enterprise","gemini-enterprise-agent-platform","generative-ai","llm","2026-06-12 02:03:34","# Agent Platform Samples\n\nA curated list of code samples and tutorials for building agents on **Gemini Enterprise Agent Platform** (previously Vertex AI).\n\n![AgentPlatform](AgentPlatform.png)\n\n## 🚀 Getting Started\n\n*   **[Onboarding Guide](https:\u002F\u002Fgoo.gle\u002Fagent-platform-onboard)** - A quick-start guide to accelerate your onboarding to the platform.\n\n### [Watch the Intro Video](https:\u002F\u002Fgoo.gle\u002Fagent-platform-video)\n\n[![What is Gemini Enterprise Agent Platform?](https:\u002F\u002Fimg.youtube.com\u002Fvi\u002Fj8qW5poBkEU\u002Fmaxresdefault.jpg)](https:\u002F\u002Fgoo.gle\u002Fagent-platform-video)\n\n---\n\n## 🧠 Foundation Models\nThe state-of-the-art intelligence powering the entire platform.\n\n*   **[Gemini API](https:\u002F\u002Fdeepmind.google\u002Fmodels\u002Fgemini\u002F)** - Access Google's most capable generative ai models.\n*   **[Veo (Video)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fveo\u002F3-1-generate)** - High-definition video generation and editing.\n*   **[Lyria (Music)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Flyria\u002Flyria-3)** - World-class music and audio generation.\n*   **[Nano Banana (Image)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fgemini\u002F3-1-flash-image)** - Fast, high-quality image generation.\n*   **[Model Garden](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fmodel-garden\u002Fexplore-models)** - Discover and deploy 150+ partner and open-weight models (including Claude).\n\n---\n\n## 🛠️ [Build](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fbuild) - Turning code into agents\n\n*   **Development Framework**\n    *   **[Agent Development Kit (ADK)](https:\u002F\u002Fadk.dev)** - Open-source, model-agnostic framework for building production agents.\n    *   **[Agents CLI](https:\u002F\u002Fgoo.gle\u002Fagents-cli)** - Command-line tool for scaffolding, testing, and deploying agents.\n*   **Builders & Discovery**\n    *   **[Agent Studio](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fbuild\u002Fagent-studio)** - Low-code visual interface for rapid agent prototyping and deployment.\n    *   **[Agent Garden](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fbuild\u002Fagent-garden)** - Discover, customize, and deploy pre-built agent templates.\n*   **Tools & Data Integration**\n    *   **[Grounding](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgrounding\u002Fintro-grounding-gemini.ipynb)** - Connect models to real-world data and Google Search for factual accuracy.\n    *   **[RAG Engine](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Frag-engine\u002Fintro_rag_engine.ipynb)** - Managed Retrieval-Augmented Generation for enterprise datasets.\n    *   **[Agent Search (previously Vertex AI Search, Generative AI App Builder)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgenerative-ai-app-builder\u002Fdocs\u002Ftry-enterprise-search)** - Semantic search engines tailored for your data.\n    *   **[Vector Search 2.0](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fembeddings\u002Fvector-search-2-intro.ipynb)** - High-scale, low-latency managed vector database.\n\n### 🌐 Protocols & Interoperability\n\nOpen standards to help agents communicate, perform actions, and generate interfaces.\n\n*   **[Agent2Agent (A2A)](https:\u002F\u002Fa2a-protocol.org)** - Secure protocol for multi-agent coordination and handoffs.\n*   **[Model Context Protocol (MCP)](https:\u002F\u002Fmodelcontextprotocol.io\u002F)** - Universal standard for connecting models to external tools.\n*   **[Agent-to-UI (A2UI)](https:\u002F\u002Fa2ui.org)** - Protocol for dynamic, agent-driven user interface generation.\n*   **[Agent Payments Protocol (AP2)](https:\u002F\u002Fap2-protocol.org)** - Secure standard for automated financial transactions by agents.\n*   **[Universal Commerce Protocol (UCP)](https:\u002F\u002Fucp.dev\u002F)** - Unified standard for managing e-commerce and retail operations.\n\n---\n\n## 📈 [Scale](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fscale) - Reliability over time\n\n*   **[Agent Runtime (previously Agent Engine, Reasoning Engine)](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fagent-engine\u002Fintro_agent_engine.ipynb)** - Managed platform for hosting and serving agentic code.\n*   **[Agent Sessions](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fscale\u002Fsessions)** - Built-in state management for multi-turn, long-running interactions.\n*   **[Agent Memory Bank](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fagents\u002Fagent_engine\u002Fmemory_bank\u002Fget_started_with_memory_bank.ipynb)** - Persistent, long-term semantic memory for personalized agent experiences.\n*   **[Agent Sandbox (Code Execution)](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fagents\u002Fagent_engine\u002Ftutorial_get_started_with_code_execution.ipynb)** - Secure, isolated environment for code execution and computer use.\n\n---\n\n## 🔐 [Govern](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fgovern) - Trust as a feature\n\n*   **[Agent Gateway](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fgovern\u002Fgateways\u002Fagent-gateway-overview)** - Central control point for authentication, authorization, and rate-limiting. (Private Preview)\n*   **[Agent Identity](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fgovern\u002Fagent-identity-overview)** - Unique credentials for agentic identities.\n*   **[Agent Policies](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fgovern\u002Fpolicies\u002Foverview)** - IAM Policies specifically for agents. (Private Preview)\n*   **[Agent Registry](https:\u002F\u002Fdocs.cloud.google.com\u002Fagent-registry\u002Foverview)** - Enterprise catalog for managing and auditing approved tools and agents.\n*   **[Model Armor](https:\u002F\u002Fdocs.cloud.google.com\u002Fmodel-armor\u002Foverview)** - Real-time protection against prompt injections, PII leaks, and toxic content.\n\n---\n\n## ⚙️ [Optimize](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Foptimize) - Evaluation and enhancement\n\n*   **[Agent Evaluation](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fevaluation\u002Fcreate_agent_and_run_evaluation.ipynb)** - Framework for testing complex reasoning and tool-use accuracy.\n*   **[Agent Simulation](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Foptimize\u002Fevaluation\u002Fevaluate-simulated)** - Generate synthetic user interactions to stress-test agent behavior.\n*   **[Agent Observability](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Foptimize\u002Fobservability\u002Foverview)** - Forensic visibility into agent thought processes and tool calls.\n*   **[Agent Optimizer](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Foptimize\u002Fevaluation\u002Foptimize-agent)** - Automate the improvement of agent prompts based on failure analysis.\n\n---\n\n## 🪜 Tutorials & Notebooks\nDeep dives into specific platform capabilities and use cases.\n\n### Core Capabilities\n\n*   [Intro to Gemini 3.1 Pro](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgetting-started\u002Fintro_gemini_3_1_pro.ipynb)\n*   [Intro to Gemini 3 Flash](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgetting-started\u002Fintro_gemini_3_flash.ipynb)\n*   [Intro to Gemini 3.1 Flash-Lite](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgetting-started\u002Fintro_gemini_3_1_flash_lite.ipynb)\n*   [Intro to Batch Prediction](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fbatch-prediction\u002Fintro_batch_prediction.ipynb)\n*   [Intro to Code Execution](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fcode-execution\u002Fintro_code_execution.ipynb)\n*   [Intro to Computer Use](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fcomputer-use\u002Fintro_computer_use.ipynb)\n*  [Intro to Agentic Vision](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fcode-execution\u002Fintro_agentic_vision.ipynb)\n*   [Intro to Context Caching](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fcontext-caching\u002Fintro_context_caching.ipynb)\n*   [Intro to Live API](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fmultimodal-live-api\u002Flive_api_quickstart.ipynb)\n\n### Specialized Use Cases\n\n*   [Intro to Supervised Fine Tuning](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Ftuning\u002Fsft_gemini_summarization.ipynb)\n*   [Intro to Evaluation](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fevaluation\u002Fquick_start_gen_ai_eval.ipynb)\n*   [Document Processing](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fuse-cases\u002Fdocument-processing\u002Fdocument_processing.ipynb)\n*   [Spatial Understanding](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fuse-cases\u002Fspatial-understanding\u002Fspatial_understanding.ipynb)\n*   [YouTube Video Analysis](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fuse-cases\u002Fvideo-analysis\u002Fyoutube_video_analysis.ipynb)\n*   [Intro to Prompt Attacks and Mitigation](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fresponsible-ai\u002Fgemini_prompt_attacks_mitigation_examples.ipynb)\n*   [Intro to LangGraph](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Forchestration\u002Fintro_langgraph_gemini.ipynb)\n  \n### Specialized Models\n\n*   [Image Generation (Nano Banana)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fgemini\u002F3-1-flash-image)\n    *   [Gemini 3.1 Flash Image (Nano Banana 2 🍌)](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgetting-started\u002Fintro_gemini_3_1_flash_image_gen.ipynb)\n    *   [Gemini 3 Pro Image (Nano Banana Pro 🍌)](http:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fgemini\u002Fgetting-started\u002Fintro_gemini_3_image_gen.ipynb)\n*   [Video Generation (Veo)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fveo\u002F3-1-generate)\n    *   [Veo 3.1 Video Generation](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fvision\u002Fgetting-started\u002Fveo3_video_generation.ipynb)\n    *   [Veo 3.1 Advanced Controls](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fvision\u002Fgetting-started\u002Fveo3_advanced_controls.ipynb)\n*   [Music Generation (Lyria)](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Flyria\u002Flyria-3)\n    *   [Lyria 3 Music Generation](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Faudio\u002Fmusic\u002Fgetting-started\u002Flyria3_music_generation.ipynb)\n\n### [Embeddings](https:\u002F\u002Fdocs.cloud.google.com\u002Fgemini-enterprise-agent-platform\u002Fmodels\u002Fembeddings) & Vector Search\n\n*   [Getting Started with Text Embeddings + Vector Search](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fembeddings\u002Fintro-textemb-vectorsearch.ipynb)\n*   [Introduction to Multimodal Embeddings](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fembeddings\u002Fintro_multimodal_embeddings.ipynb)\n*   [Introduction to Vector Search 2.0](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fembeddings\u002Fvector-search-2-intro.ipynb)\n*   [Hybrid Search Tutorial](https:\u002F\u002Fgithub.com\u002FGoogleCloudPlatform\u002Fgenerative-ai\u002Fblob\u002Fmain\u002Fembeddings\u002Fhybrid-search.ipynb)\n\n\n---\n\nThis is not an officially supported Google product. This project is not\neligible for the [Google Open Source Software Vulnerability Rewards Program](https:\u002F\u002Fbughunters.google.com\u002Fopen-source-security).\n","该项目提供了一系列代码示例和教程，用于在Gemini Enterprise Agent Platform上构建智能代理。它支持使用先进的基础模型如Gemini API、Veo视频生成、Lyria音乐创作以及Nano Banana图像生成等进行开发，并通过Agent Development Kit（ADK）提供了一个开源且与模型无关的框架来帮助开发者快速创建生产级代理应用。此外，项目还提供了Agent Studio这样的低代码可视化界面工具以加速原型设计过程。适合需要集成人工智能能力的企业场景，尤其是那些寻求利用最新生成式AI技术改进客户服务、内容创作或数据分析等方面工作的企业。",2,"2026-06-11 03:52:49","CREATED_QUERY"]