Provides a conversational prompt builder to define business type, schema, and row count for dataset generation
Uses OpenAI to generate a detailed data specification, then Faker to create data locally
Offers real-time preview of 10-row sample with a small OpenAI cost (~$0.05)
Allows free, instant export of larger datasets as CSV or SQL inserts without additional API calls
Integrates one-click launch of Metabase in Docker for interactive data exploration
Supports denormalized One Big Table and multi-table Star Schema outputs
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