- Summarize large documents with generative AIDeploy a preconfigured solution that uses generative AI to quickly extract text and summarize large documents.
- Deploy an AI/ML image processing pipelineLaunch a preconfigured, interactive solution that uses pre-trained machine learning models to analyze images and generate image annotations.
- Create a chat app using retrieval-augmented generation (RAG)Deploy a preconfigured solution with a chat-based experience that provides questions and answers based on embeddings stored as vectors.
Products, solutions, and services
| Category | Products and solutions | Good for |
|---|---|---|
Generative AI | A Vertex AI tool for rapidly prototyping and testing generative AI models. Test sample prompts, design your own prompts, and customize foundation models and LLMs to handle tasks that meet your application's needs. |
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Vertex AI Agent Builder helps you transform your processes into multi-agent experiences by building on them, not disrupting them. Additionally, with Agent Garden, you can jumpstart your development with a collection of ready-to-use samples and tools directly accessible within ADK. |
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A fully-managed platform for building personalized and agentic search experiences for sites and applications, optimized for ROI. |
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Machine learning and MLOPs | A single platform for data scientists and engineers to create, train, test, monitor, tune, and deploy ML and AI models. Choose from over 200+ models in Vertex's Model Garden, including proprietary models, open models, and 3rd party models. |
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Choose from Colab Enterprise or Vertex AI Workbench. Access every capability in Vertex AI Platform to work across the entire data science workflow—from data exploration to prototype to production. |
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Speech, text, and language APIs | Derive insights from unstructured text using Google machine learning. |
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Accurately convert speech into text using an API powered by Google's AI technologies. |
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Convert text into natural-sounding speech using a Google AI powered API. |
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Make your content and apps multilingual with fast, dynamic machine translation. |
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Image and video APIs | Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect objects, understand text, and more. |
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Enable powerful content discovery and engaging video experiences. |
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Document and data APIs | Document AI is a document processing and understanding platform that takes unstructured data from documents and transforms it into structured data (specific fields, suitable for a database), making it easier to understand, analyze, and consume. |
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AI assistance and conversational AI | Conversational AI platform with both intent-based and generative AI LLM capabilities for building natural, rich conversational experiences into mobile and web applications, smart devices, bots, interactive voice response systems, popular messaging platforms, and more. Features a visual builder to create, build, and manage virtual agents. |
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Delight customers with an end-to-end application that combines our most advanced conversational AI, with multimodal and omnichannel functionality to deliver exceptional customer experiences at every touchpoint. |
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Gemini Code Assist offers code recommendations in real time, suggests full function and code blocks, and identifies vulnerabilities and errors in the code—while suggesting fixes. Assistance can be accessed via a chat interface, Cloud Shell Editor, or Cloud Code IDE extensions for VSCode and JetBrains IDEs. |
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AI Infrastructure |
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With one platform for all workloads, GKE offers a consistent and robust development process. As a foundation platform, it provides unmatched scalability, compatibility with a diverse set of hardware accelerators allowing customers to achieve superior price performance for their training and inference workloads. |
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Cloud Run is a fully managed application platform that enables you to run your applications, including your AI and machine learning models, with on-demand access to GPUs. It abstracts away all infrastructure management, so you can focus on writing code and building great AI applications. |
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Consulting service | Our AI Readiness Program is a 2-3 week engagement designed to accelerate value realization from your AI efforts. Our experts will work with you to understand your business objectives, benchmark your AI capabilities, and provide tailored recommendations for your needs. |
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Products, solutions, and services
Generative AI
A Vertex AI tool for rapidly prototyping and testing generative AI models. Test sample prompts, design your own prompts, and customize foundation models and LLMs to handle tasks that meet your application's needs.
Prompt design and tuning with an easy-to-use interface
Evaluating and optimizing model performance
Generating and customizing images and video
Accessing the latest Gemini models
Machine learning and MLOPs
A single platform for data scientists and engineers to create, train, test, monitor, tune, and deploy ML and AI models. Choose from over 200+ models in Vertex's Model Garden, including proprietary models, open models, and 3rd party models.
Custom ML training
Training models with minimal ML expertise
Testing, monitoring, and tuning ML models
Deploying 200+ models, including multimodal and foundation models like Gemini
Speech, text, and language APIs
Derive insights from unstructured text using Google machine learning.
Applying natural language understanding to apps with the Natural Language API
Training your open ML models to classify, extract, and detect sentiment
Image and video APIs
Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect objects, understand text, and more.
Accurately predicting and understanding images with ML
Training ML models to classify images by custom labels using AutoML Vision
Document and data APIs
Document AI is a document processing and understanding platform that takes unstructured data from documents and transforms it into structured data (specific fields, suitable for a database), making it easier to understand, analyze, and consume.
Extracting, classifying, and splitting data from documents
Reducing manual document processing and minimizing setup costs
Gaining insights from document data
AI assistance and conversational AI
Conversational AI platform with both intent-based and generative AI LLM capabilities for building natural, rich conversational experiences into mobile and web applications, smart devices, bots, interactive voice response systems, popular messaging platforms, and more. Features a visual builder to create, build, and manage virtual agents.
Natural interactions for complex multi-turn conversations
Building and deploying advanced agents quickly
Enterprise-grade scalability
Building a chatbot based on a website or collection of documents
AI Infrastructure
Hardware for every type of AI workload from our partners, like NVIDIA, Intel, AMD, Arm, and more, we provide customers with the widest range of AI-optimized compute options across TPUs, GPUs, and CPUs for training and serving the most data-intensive models.
AI Accelerators for every use case from high performance training to inference
Accelerating specific workloads on your VMs
Speeding up compute jobs like machine learning and HPC
Consulting service
Our AI Readiness Program is a 2-3 week engagement designed to accelerate value realization from your AI efforts. Our experts will work with you to understand your business objectives, benchmark your AI capabilities, and provide tailored recommendations for your needs.
AI value benchmarking and capability assessment
Readout and recommendations
AI planning and roadmapping
Learn from our customers
See how developers and data scientists are using our tools to leverage the power of AI
Cloud AI products comply with our SLA policies. They may offer different latency or availability guarantees from other Google Cloud services.
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