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Generative AI on Vertex AI lets you build production-ready agents and applications that are powered by state-of-the-art generative AI models hosted on Google's advanced, global infrastructure.
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Build, deploy, and connect agents
Build agents with an open approach and deploy them with enterprise-grade controls. Connect agents across your enterprise ecosystem.
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Enterprise ready
Deploy your generative AI agents and applications at scale with enterprise-grade security, data residency and privacy, access transparency, and low latency.
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State-of-the-art features
Expand the capabilities of your applications by using the 2,000,000-token context window that Gemini supports, and the built-in multimodality and thinking capabilities from Gemini 2.5 models.
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Open and flexible platform
Vertex AI Model Garden provides a library of over 200 enterprise-ready models and Vertex AI Model Builder helps you test, customize, deploy, and monitor Google proprietary and select third-party models, including Anthropic's Claude 3.7 Sonnet, Meta's Llama 4, Mistral's AI Mixtral 8x7B, and AI21 Labs's Jamba 1.5.
Core capabilities
Core capabilities
A suite of features for building and deploying AI agents.
Send chat prompts to a Gemini model and receive streaming or non-streaming responses.
Process multiple types of input media at the same time, such as image, video, audio, and documents.
Generate embeddings to perform tasks such as search, classification, clustering, and outlier detection.
Adapt models to perform specific tasks with greater precision and accuracy.
Connect models to external APIs to extend the model's capabilities.
Connect models to external data sources to reduce hallucinations in responses.
Generate and edit images by using natural language text prompts.
Evaluate any generative model or application and benchmark the evaluation results.
Build using the SDK
Build using the SDK
To use the Gemini API Vertex AI in your application, you can use the Google Gen AI SDK for these languages:
To make requests directly from your web or mobile app, you can use the Vertex AI in Firebase SDKs (available for Swift, Kotlin/Java, JavaScript, and Flutter). These SDKs offer ease-of-use and critical security features for implementations in web and mobile apps.
Vertex AI and Cloud ML products
Vertex AI and Cloud ML products
Generative AI and Pretrained models
Generative AI
Task-specific solutions
AI Solutions
Finance
Healthcare
Customer service
Translation
Search and recommendations
Conversation and speech
Retail
Document Management
Vision and Video
Model training and development
Automatic training
Custom training
MLOps and production
Deployment
Dev tools
Model iteration
Monitoring and evaluation
Data and features
Orchestration
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