Technique
Structured Output
Constrained decoding that guarantees output matches a schema (JSON, regex, grammar).
Definition
Structured-output APIs guarantee the model's output conforms to a schema by intervening at sampling time — masking logits that would violate the grammar. This eliminates parsing errors and lets developers treat LLM outputs like typed API responses.
Common use cases
- Structured data extraction
- Database ingestion
- Forms