Google Cloud with Gemini overview

Gemini provides generative AI assistance embedded across Google Cloud products to help developers and data scientists optimize their workflows. To build custom generative AI applications using Gemini foundation models, see Overview of Generative AI on Vertex AI.

The following table shows the types of generative AI assistance that are available in 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.

Gemini AI assistance in other Google products

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

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