Rosetta DBT Studio

Rosetta DataBase Transformation Studio is an open-source desktop application that simplifies your data transformation journey with dbt Core™ and brings the power of AI into your analytics engineering workflow.

Whether you're just getting started with dbt Core™ or looking to streamline your transformation logic with AI assistance, DBT Studio offers an intuitive interface to help you build, explore, and maintain your data models efficiently.

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Features

Easy Database Connectivity

• Connect to your data warehouse, assuming your RAW layer is already in place.

Layered Data Modeling

• Staging Layer Generator: Automatically create staging models based on RAW tables.
• Enhanced Layer Generator: Build intermediate models to enrich and prepare your data.
• Business Models with AI: Describe the business logic, and let the AI assist you in generating robust business models.
• AI-Generated Analytical Queries: Generate analysis-ready queries and dashboard datasets using natural language.

SQL Editor

• Explore your data using an in-app SQL editor with auto-run, formatting, and result preview.

Git Integration

• Use the built-in Git explorer with Select All feature to easily commit and manage project changes.

Run dbt™ Commands

• Compile, test, run, and document dbt™ projects directly from the UI—no terminal needed.

AI-Powered Workflow

Leverage AI to:

• Automatically draft dbt™ models from descriptions or table schemas.
• Generate joins, transformations, and aggregations with minimal input.
• Translate business questions into SQL queries for analysis.

Built-in Python Environment

DBT Studio includes an integrated Python environment to:

• Install and manage dbt™ without external setup.
• Seamlessly configure and run dbt™ from within the application.

Rosetta Integration

DBT Studio embeds the open-source Rosetta CLI tool to support metadata-driven dbt™ development:

• Model generation aligned with your naming conventions and standards.
• Reusable templates and YAML documentation support.

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🎥 Demo Videos

Get a quick overview of Rosetta DBT Studio in action:

• Overview & Features
• Getting Started
• AI-Powered Analytics
• The Secret Behind DBT Studio

💡 More tutorials and walkthroughs are available on our YouTube Channel.

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Installation

Download the latest release for your OS from the Releases Page and follow the instructions to get started.

No prior Python or dbt™ installation required.

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Development

cd project-dir
npm install

Starting Development

Start the app in the dev environment:

npm start

Packaging for Production

To package apps for the local platform:

npm run package

The build files after packaging can be found at: /release/build

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License

AGPL-3.0 - See LICENSE for details.