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Gemini for Google Cloud overview
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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 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 Data Studio
Analyze and export Data 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.
Important: Antigravity is not yet Generally Available and is not a supported
product. Adding a Gemini Code Assist license does not provide
additional features to Antigravity at this time. To explore Antigravity's
capabilities, see the
Antigravity community forum .Gemini AI assistance in other Google products
Gemini AI-powered assistance is also available in
Gemini for Google Workspace .
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Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2026-05-15 UTC.
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