Gemini for Google Cloud overview

Gemini for Google Cloud offers generative AI-powered assistance to awide range of Google Cloud users, including developers and datascientists. To provide an integrated assistance experience,Gemini for Google Cloud is embedded in manyGoogle Cloud products.

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

The following table shows the types of generative AI assistance that areavailable in Gemini for Google Cloud, along with links toproduct overview information:

ProductType of assistanceTasks
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 theHelp me code tool.
Gemini in Looker (in Looker)
  • Analyze and export Looker data.
  • Create custom Looker visualizations.
  • Generate LookML modeling parameters.
  • Ask questions about and converse with your data.
  • Build a custom data agent.
  • Create calculated fields.
Gemini in Looker (in Looker Studio)
  • Analyze and export Looker Studio data.
  • Ask questions about and converse with your data.
  • Build a custom data agent.
  • Create calculated fields.
  • Export report visualizations to Google Slides.
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 inGemini for Google Workspace.

What's next

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Last updated 2026-02-19 UTC.