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