Gemini for Google Cloud overview

Gemini for Google Cloud offers generative AI-powered assistance to a wide range of Google Cloud users, including developers and data scientists. To provide an integrated assistance experience, Gemini for Google Cloud is embedded in many Google Cloud products.

If you want to use Gemini for Google Cloud models to create your own generative AI application, see Overview of Generative AI on Vertex AI.

The following table shows the types of generative AI assistance that are available in Gemini for Google Cloud, along with links to product overview information:

Product Type of assistance Tasks
Gemini Cloud Assist
  • Design, optimize, and operate cloud applications.
  • Efficiently manage cloud applications.
  • Create, optimize, and troubleshoot resources quickly.
  • Manage resource security configurations.
Gemini Code Assist
  • Develop, deploy, and troubleshoot code.
  • Generate and debug code, and generate unit tests.
  • Offer suggestions for code optimization.
  • Build integrations that connect enterprise applications like Salesforce, databases like MySQL, and event-driven systems like Pub/Sub.
Gemini in BigQuery
  • Prepare and analyze data.
  • Discover, transform, query, and visualize data with data canvas.
  • Explore data patterns, quality, and statistics with data insights.
  • Generate, complete, and explain SQL and Python code.
  • Get recommendations to help prepare your data for analysis.
Gemini in Colab Enterprise
  • Generate Python code in a Colab Enterprise notebook.
  • Generate code completion suggestions while typing in a code cell.
  • Generate code by using the Help me code tool.
Gemini in Looker
  • Analyze and export data.
  • Generate custom Looker visualizations.
    • Available in Looker (Google Cloud core) and Looker (original).
  • Generate LookML modeling parameters.
    • Available in Looker (Google Cloud core) and Looker (original).
  • Ask questions about your data.
    • Available in Looker (Google Cloud core), Looker (original), Looker, and Looker Studio.
  • Build a custom data agent.
    • Available in Looker Studio.
  • Create calculated fields.
    • Available in Looker Studio.
  • Export report visualizations to Google Slides.
    • Available in Looker Studio.
Gemini in Security Command Center
  • Simplify search queries and interpret cases.
  • Generate UDM search queries for threat investigations from your natural language questions.
  • Summarize cases that are opened for security issues and suggest steps to resolve the issues.

Gemini AI assistance in other Google products

Gemini AI-powered assistance is also available in Gemini for Google Workspace.

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