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Gemini in BigQuery

Gemini in BigQuery is AI assistance for working with data in BigQuery. Google Cloud’s documentation says it helps you explore your data with data insights and chat with it through conversational analytics.

What Gemini in BigQuery does

  • Generates data insights, an automated way to uncover patterns using queries generated from table metadata.
  • Lets you chat with your data in natural language through conversational analytics.
  • Supports data agents configured with custom metadata, instructions, glossary terms and verified queries.
  • Starts conversations directly with data sources such as tables and views.

What people use it for

  • Start exploring a new table

    Use data insights to get first queries from table metadata.

  • Ask questions in plain language

    Use conversational analytics, and read the SQL it produces.

  • Encode business logic

    Build a data agent with a glossary and verified queries for your team.

Who it suits

  • Data analysts and engineers who already use BigQuery.
  • Teams that want business users to ask questions of governed data.

Plans and access

Google says Gemini in BigQuery is part of the Gemini for Google Cloud product suite. Features, availability and pricing change, so read Google Cloud’s current documentation. Check generated SQL and results before decisions depend on them.

How to start

  1. 1Read Google’s overview of Gemini in BigQuery. Open
  2. 2Try data insights on a table you know well.
  3. 3Ask one question in conversational analytics and read the SQL.
  4. 4Add verified queries before sharing a data agent with others.

Watch and learn

Videos from Google’s own channel, so you can learn it here. Nothing loads from YouTube until you press play. More on the Google Cloud Tech channel.

  • Google Cloud Tech · 2025

    What is Gemini in BigQuery?

  • Google Cloud Tech · 2024

    Intro to Google Gemini AI and Data Analytics In BigQuery

  • Google Cloud Tech · 2026

    Build an AI Agent knowledge base using SQL (BigQuery + Gemini)

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Similar tools

Common questions about Gemini in BigQuery

What is Gemini in BigQuery?
Google describes it as AI-powered assistance for working with your data in BigQuery.
What are data insights?
Google says data insights is an automated way to uncover patterns and run statistical analysis using queries generated from table metadata.
What is conversational analytics?
Google says it lets you have natural language conversations with your data, including through data agents you configure.
How do I keep answers consistent?
Google says data agents can use custom metadata, instructions, glossary terms and verified queries to set business logic.

Where this comes from

Written from the maker’s own pages, read on 2026-10-13. Plans, limits and features change, so the page you land on is the source.

Each tool links to its maker’s own page. They are listed so you know what exists and what to learn, not ranked, and they are not endorsements. We are not affiliated with these companies. A tool can change or be renamed; the page you land on is the source.