Mulai 29 April 2025, model Gemini 1.5 Pro dan Gemini 1.5 Flash tidak tersedia di project yang belum pernah menggunakan model ini, termasuk project baru. Untuk mengetahui detailnya, lihat Versi dan siklus proses model.
Agent Development Kit
(ADK) adalah framework open source yang menyederhanakan proses pembuatan
sistem multi-agen yang canggih sekaligus mempertahankan kontrol yang tepat atas
perilaku agen.
Vertex AI Agent Engine
adalah serangkaian layanan yang memungkinkan developer men-deploy, mengelola, dan menskalakan agen AI dalam produksi. Vertex AI Agent Engine menawarkan layanan seperti runtime, evaluasi, Sesi, dan Bank Memori yang terkelola sepenuhnya.
Alat Agen adalah alat yang dapat Anda gunakan untuk melengkapi agen ADK Anda, termasuk:
[[["Mudah dipahami","easyToUnderstand","thumb-up"],["Memecahkan masalah saya","solvedMyProblem","thumb-up"],["Lainnya","otherUp","thumb-up"]],[["Sulit dipahami","hardToUnderstand","thumb-down"],["Informasi atau kode contoh salah","incorrectInformationOrSampleCode","thumb-down"],["Informasi/contoh yang saya butuhkan tidak ada","missingTheInformationSamplesINeed","thumb-down"],["Masalah terjemahan","translationIssue","thumb-down"],["Lainnya","otherDown","thumb-down"]],["Terakhir diperbarui pada 2025-08-25 UTC."],[],[],null,["# Vertex AI Agent Builder overview\n\nVertex AI Agent Builder is a suite of features for building and\ndeploying AI agents. It consists of the following components:\n\n- **Agent Garden** is a library where you can find and explore sample agents\n and tools that are designed to accelerate your development.\n\n [Go to Agent Garden](https://console.cloud.google.com/vertex-ai/agents/agent-garden)\n | **Preview:** Support for Agent Garden is in [preview](/products#product-launch-stages).\n- [**Agent Development Kit**](https://google.github.io/adk-docs/)\n (ADK) is an open-source framework that simplifies the process of building\n sophisticated multi-agent systems while maintaining precise control over\n agent behavior.\n\n | **Preview:** Support for ADK is in [preview](/products#product-launch-stages).\n- [**Vertex AI Agent Engine**](/vertex-ai/generative-ai/docs/agent-engine/overview)\n is a set of services that enables developers to deploy, manage, and scale AI agents in production. Vertex AI Agent Engine offers services such as a fully-managed runtime, evaluation, Sessions, and Memory Bank.\n\n- **Agent Tools** are tools that you can equip your ADK agent to use, including:\n\n - [Built-in tools](https://google.github.io/adk-docs/tools/built-in-tools/) such as [Grounding with Google Search](/vertex-ai/generative-ai/docs/multimodal/ground-with-google-search), [Vertex AI Search](/generative-ai-app-builder/docs/enterprise-search-introduction), and [Code Execution](/vertex-ai/generative-ai/docs/multimodal/code-execution)\n\n - [RAG Engine](/vertex-ai/generative-ai/docs/rag-quickstart#run-rag) for retrieval-augmented generation (RAG)\n\n - [Google Cloud tools](https://google.github.io/adk-docs/tools/google-cloud-tools/) to connect to:\n\n - Your APIs managed in [Apigee API Hub](/apigee/docs/apihub/what-is-api-hub)\n\n - 100+ enterprise applications through [Integration Connectors](/integration-connectors/docs/all-integration-connectors)\n\n - Custom integrations with [Application Integration](/application-integration/docs/overview)\n\n - [Model Context Protocol (MCP) tools](https://google.github.io/adk-docs/tools/mcp-tools/)\n\n - [Ecosystem tools](https://google.github.io/adk-docs/tools/third-party-tools/) such as LangChain tools, CrewAI tools, and [GenAI Toolbox for Databases](https://github.com/googleapis/genai-toolbox)\n\nThe following diagram shows the components of Vertex AI Agent Builder:\n\nTo learn more about AI agents in general, see:\n\n- our blog post on [multi-agent systems with Vertex AI](/blog/products/ai-machine-learning/build-and-manage-multi-system-agents-with-vertex-ai)\n\n- [What are AI Agents?](/discover/what-are-ai-agents)\n\n- [Vertex AI Agent Builder](/products/agent-builder)\n\nWorkflow for building and deploying agents\n------------------------------------------\n\n1. Discover agent samples and tools specific to your use cases in the [Agent Garden](https://console.cloud.google.com/vertex-ai/agents/agent-garden).\n\n2. Build and test your agent using the Agent Development Kit.\n\n3. Deploy your agent to Vertex AI Agent Engine.\n\nWhat's next\n-----------\n\n- [Agent Development Kit Quickstart](/vertex-ai/generative-ai/docs/agent-development-kit/quickstart)"]]
