A partire dal 29 aprile 2025, i modelli Gemini 1.5 Pro e Gemini 1.5 Flash non sono disponibili nei progetti che non li hanno mai utilizzati, inclusi i nuovi progetti. Per maggiori dettagli, vedi Versioni e ciclo di vita dei modelli.
Agent Development Kit
(ADK) è un framework open source che semplifica il processo di creazione
di sofisticati sistemi multi-agente mantenendo un controllo preciso sul
comportamento dell'agente.
Vertex AI Agent Engine
è un insieme di servizi che consente agli sviluppatori di distribuire, gestire e scalare gli agenti AI in produzione. Vertex AI Agent Engine offre servizi come runtime, valutazione, sessioni e banca di memoria completamente gestiti.
Gli strumenti dell'agente sono strumenti che puoi dotare il tuo agente ADK per l'uso, tra cui:
[[["Facile da capire","easyToUnderstand","thumb-up"],["Il problema è stato risolto","solvedMyProblem","thumb-up"],["Altra","otherUp","thumb-up"]],[["Difficile da capire","hardToUnderstand","thumb-down"],["Informazioni o codice di esempio errati","incorrectInformationOrSampleCode","thumb-down"],["Mancano le informazioni o gli esempi di cui ho bisogno","missingTheInformationSamplesINeed","thumb-down"],["Problema di traduzione","translationIssue","thumb-down"],["Altra","otherDown","thumb-down"]],["Ultimo aggiornamento 2025-09-04 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)"]]
