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DataChonk is an AI-powered dbt project generator that helps analytics engineers build production-ready data models faster than ever before.
Describe what you need in plain English, get production-ready dbt code.
Automatically discovers table relationships and builds a knowledge graph.
Every model follows dbt best practices with proper naming and structure.
Comprehensive tests and docs generated automatically for every model.
DataChonk combines the power of AI with deep knowledge of dbt best practices to help you:
Chonks are the building blocks of your dbt project. Each chonk represents a specific type of model (source, staging, fact, dimension, metric) and generates the appropriate SQL, YAML, and documentation.
Meet Chonk - your AI corgi companion who understands your data, knows dbt inside and out, and helps you generate exactly the code you need. Ask questions, request changes, or let Chonk suggest improvements!
DataChonk scans your databases to build a knowledge graph of tables, columns, and relationships. This context helps the AI generate accurate, relevant code that fits your specific data structure.
Add your PostgreSQL, Snowflake, BigQuery, or other databases. DataChonk supports all major data warehouses.
DataChonk analyzes your schema, detects relationships between tables, and builds a comprehensive knowledge graph.
Use the visual board or chat with the Brain to create the models you need. Describe what you want in plain English.
Download a complete, production-ready dbt project with all your models, tests, and documentation included.
Get started with DataChonk in seconds using npm or the web app.
Ready to get started? Follow our quick start guide to create your first project, or dive into the documentation to learn more about DataChonk's features.