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Google Vertex AI
Google Cloud's unified ML platform providing access to Google's AI models and tools for building AI applications.
In-Depth Explanation
Google Vertex AI is a unified machine learning platform on Google Cloud that provides access to Google's AI models (including Gemini) along with tools for training, deploying, and managing ML models.
Available models:
- Gemini: Google's multimodal AI (Pro, Ultra)
- PaLM 2: Text generation
- Codey: Code generation
- Imagen: Image generation
- Chirp: Speech recognition
- Embeddings: Text and multimodal
Platform capabilities:
- Model Garden: Access to 100+ models
- Generative AI Studio: No-code interface
- Custom training: Train your own models
- MLOps: Model management and deployment
- Vector Search: Scalable similarity search
- Grounding: RAG with Google Search
Enterprise features:
- VPC Service Controls
- Customer-managed encryption
- Audit logging
- IAM integration
Business Context
Vertex AI provides comprehensive ML infrastructure with strong Google Cloud integration, suitable for organisations in the Google ecosystem.
How Clever Ops Uses This
We use Vertex AI for Australian businesses already on Google Cloud, leveraging Gemini models and integrated ML infrastructure.
Example Use Case
"Using Vertex AI to deploy a Gemini-powered application with BigQuery integration for enterprise data analysis."