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Vertex AI

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Vertex AI Features

Vertex AI is an advanced platform that enables users to take advantage of generative AI for a variety of applications. It provides a comprehensive set of tools, AI solutions, and a unified AI platform to speed up the development, deployment, and management of generative AI models.

Generative AI Models and Tools:
Vertex AI offers generative AI models and managed tools to make the process of prototyping, customization, integration, and deployment into applications easier. Users have access to a wide range of models, including first-party, third-party, and open source models through the Model Garden. Extensions enable models to access real-time information and trigger actions, increasing their functionality. Customization options are available for Google’s text, image, or code models to tailor them to specific use cases.

Open and Integrated AI Platform:
Data scientists benefit from a suite of tools within the Vertex AI Platform for tasks such as training, tuning, and deploying machine learning models. Vertex AI notebooks, with options like Colab Enterprise or Workbench, are natively integrated with BigQuery, providing a unified environment for all data and AI workloads. Vertex AI Training and Prediction facilitate efficient model deployment to production with support for open source frameworks and optimized AI infrastructure.

MLOps for Predictive and Generative AI:
Vertex AI Platform offers specialized MLOps tools designed for data scientists and ML engineers. These tools automate, standardize, and manage ML projects. Modular tools enhance collaboration across teams and support model improvement throughout the development life cycle. Components such as Vertex AI Evaluation, Vertex AI Pipelines, Model Registry, Feature Store, and model monitoring tools help streamline the ML workflow.

Search and Conversation:
Vertex AI Search and Conversation simplifies the development and deployment of generative AI-powered search and chat applications. It provides an orchestration layer that abstracts complexity and prioritizes data privacy and controls for enterprise-ready applications. Developers can build and deploy applications quickly and efficiently while adhering to responsible practices.

AI Solutions:
Built on the Vertex AI Platform, Contact Center AI, Document AI, Anti Money Laundering AI, Discovery AI, and other AI solutions offer targeted capabilities to drive specific business outcomes. These AI solutions can be accessed and deployed directly by businesses or with the support of priority partners, expanding their applicability.

Use Generative AI for Summarization, Classification, and Extraction:
Vertex AI supports generative AI for tasks such as summarization, classification, and extraction. Users can create text prompts with flexibility in structure and format using the PaLM API for text, making it suitable for handling various tasks.

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