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bigquery-data-analytics Plugin

Author
Google LLC
Category
Database
Topics
Data Engineering & Analytics · Databases & Storage · AI Agents & AI App Development
First seen
2026-07-09
Last confirmed
2026-07-13
Explanation last updated
2026-07-12

The explanation below is AI-generated. Please verify it against the sources.

bigquery-data-analytics is a beta (pre-v1.0) plugin/extension that lets developers connect to Google BigQuery and generate data insights using natural language, from within AI coding agents such as Antigravity, Claude Code, or Codex. It works by installing a set of "skills" (bigquery-data, bigquery-analytics, bigquery-ai-ml) that provide metadata discovery, SQL query execution, forecasting, and AI/ML-based analysis (text generation, classification, semantic search) on BigQuery datasets. It requires a Google Cloud project with the BigQuery API enabled, Application Default Credentials, and IAM roles such as BigQuery User (and optionally BigQuery Connection User and Vertex AI User for AI/ML skills). The project is licensed under Apache-2.0 and, per GitHub, has 45 stars and 3 forks as of the source snapshot.

Overview

According to the README, this is not a hosted SaaS but an open-source CLI extension/plugin (skills package) that connects AI coding agents to Google BigQuery, allowing natural-language querying and analytics against BigQuery datasets without leaving the terminal or IDE.

What you can do with bigquery-data-analytics

  • Find relevant BigQuery tables and datasets using natural-language queries (e.g., "Find tables related to PyPi downloads")
  • Run SQL-based analytical queries at scale via the bigquery-data skill (metadata discovery and query execution)
  • Generate automated insights and time-series forecasts via the bigquery-analytics skill (e.g., forecasting future package downloads)
  • Use BigQuery AI/ML functions (AI.* functions) for text generation, classification, semantic search, and forecasting via the bigquery-ai-ml skill, without managing custom models
  • Install and use the extension inside Antigravity CLI/2.0, Claude Code, or Codex, per the documented install commands
  • Configure access via BIGQUERY_PROJECT and optional BIGQUERY_LOCATION environment variables plus Application Default Credentials

Sources

Original description (English)

Connect, query, and generate data insights for BigQuery datasets and data.

History of bigquery-data-analytics

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