Vertex AI
Fast, scalable, and easy-to-use AI technologies.
🌟 Vertex AI: Empowering Users with Generative AI Capabilities 🌟
Features:
- 🧠 Generative AI models and fully managed tools simplify prototyping, customization, integration, and deployment into applications.
- 🌱 Model Garden provides access to first-party, third-party, and open source models.
- 🔄 Extensions enable real-time information retrieval and trigger actions to enhance functionality.
- 🔧 Customization options available for Google's text, image, or code models for specific use cases.
Open and integrated AI platform:
- 💻 Suite of tools within Vertex AI Platform for training, tuning, and deploying machine learning models.
- 📝 Vertex AI notebooks natively integrated with BigQuery for a unified environment.
- ⚡ Efficient model deployment with support for open source frameworks and optimized AI infrastructure.
MLOps for predictive and generative AI:
- 🛠️ MLOps tools automate, standardize, and manage ML projects.
- 🤝 Modular tools enhance collaboration and support model improvement throughout the development life cycle.
- 🚀 Components such as Vertex AI Evaluation, Pipelines, Model Registry, Feature Store, and model monitoring tools streamline the ML workflow.
Search and Conversation:
- 🔎 Simplifies development and deployment of generative AI-powered search and chat applications.
- 🔒 Prioritizes data privacy and controls for enterprise-ready applications.
- ⚡eQuick and efficient application building adhering to responsible practices.
AI Solutions:
- 🏢 Contact Center AI, Document AI, Anti Money Laundering AI, Discovery AI, and other targeted AI solutions drive specific business outcomes.
- 🌐 Can be accessed and deployed directly by businesses or with support from priority partners, expanding applicability.
Use gen AI for summarization, classification, and extraction:
- ✂️ Supports generative AI for tasks such as summarization, classification, and extraction.
- ✍️ Create text prompts with flexibility in structure and format using the PaLM API for text.
- 🎯 Versatile for handling various tasks.