outlines - Generate structurally valid model outputs
Constrains model generation to valid JSON, XML, code, schemas, regex patterns, and typed outputs using Outlines.
Tags
Updated: 2026-09-30Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Constrain token sampling
- Generate valid JSON
- Generate regex-matched text
- Generate typed outputs
- Integrate Pydantic models
- Support local model backends
- Support API model backends
Inputs
- Generation prompt
- JSON schema
- Pydantic model
- Regex pattern
- Choice values
- Model identifier
- Local model file
- API key
Outputs
- Structured model output
- Classification result
- Generated text
- Pydantic model instance
Requirements
- Python environment
- outlines package
- Compatible model backend
- Backend dependencies
- Model access