Google Cloud Data Agent Kit extension for Antigravity is built for data scientists, engineers, and data app developers to let you manage your entire data workload lifecycle directly within your preferred development environment. You can use Data Agent Kit extension for Antigravity to build and oversee workloads or data apps without leaving your IDE.
By integrating core Google Cloud services into Visual Studio Code and VS Code-compatible IDEs, the extension eliminates the need to context switch between the Google Cloud console, command-line tools, and your IDE.
Core capabilities
The extension streamlines complex data workflows through several key functional areas:
- Data discovery and exploration. Connect to Google Cloud and explore your data. Query and analyze your data in Python and SQL. Ask questions about your data in natural language.
- Data pipeline development. Build, test, and deploy data engineering pipelines on Managed Service for Apache Spark or BigQuery.
- AI and machine learning. Explore and clean up your data, and use your data to train and deploy ML models.
- Agentic skills and tools. Use built-in AI skills and tools to automate repetitive tasks and accelerate development.
Main benefits
- Unified workflow. Work with BigQuery, Managed Service for Apache Spark, Cloud Storage, Spanner, AlloyDB for PostgreSQL, Cloud SQL for MySQL, and Cloud SQL for PostgreSQL all within a single IDE.
- Task automation. Leave writing boilerplate code and manual tasks to the agents. Focus on getting your workload to production and delivering business value.
- Best practices. Develop and deploy your data apps and workloads with the built-in best practices.
Supported services
The extension provides a centralized interface for the following Google Cloud services:
Technology area |
Supported services |
|---|---|
Analytics and governance |
BigQuery, Managed Service for Apache Spark, Managed Service for Apache Airflow, Knowledge Catalog |
Databases |
AlloyDB, Cloud SQL for MySQL, Cloud SQL for PostgreSQL, Spanner |
Storage |
Cloud Storage |
Limitations
The following limitations apply:
- Google Cloud databases. Connecting to an AlloyDB or Cloud SQL database configured for built-in, password-based authentication isn't supported. Enable Identity and Access Management (IAM) authentication on the database to connect to it from the extension.
- Data engineering pipelines. Automated deployment of orchestration pipelines only works with GitHub Actions.