Generation Methods
Misata supports six ways to get data, choose the one that fits your workflow.
| Method | Best for | API key needed? |
|---|---|---|
| Plain English | Prototyping, demos, one-offs | No |
| YAML schema | Repeatable, team-shared schemas in git | No |
| From a database | Seeding a real app's dev/staging DB | No |
| Python dict | Programmatic schema from existing code | No |
| LLM-assisted | Complex domains with rich semantics | Yes |
| Incremental | Growing a dataset without re-seeding | No |
Prefer generating data visually?
Misata Studio lets you turn natural language prompts into relational schemas with exact outcome invariants, live preview tables, and one-click database seeding without writing code.