Overview
Research summary
Instructor is a Python library for requesting structured data from language models with Pydantic models as the application contract. It wraps supported provider clients, validates responses, and retries failed extractions using validation feedback. Developers can work with nested objects and streaming partial results through a consistent interface. Its focus is schema-based extraction rather than running a general agent workflow. The current Python source lives under 567-labs/instructor and is MIT licensed; related implementations in other languages are separate packages.
Repository summary
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services unknown
Whether the provider offers paid products or services has not been established.
Licence scope
Implementation
Recorded implementation details and interfaces for Instructor.
Implementation details
Python schema-driven extraction library and model-provider adapters
- Languages
- Python
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- Unavailable
- Open issues
- Unavailable
- Last push
- Unavailable
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
Documentation
Recorded references and research provenance for this entry.
Recorded sources 4
- https://python.useinstructor.com/ Project page · Research reference
- https://github.com/567-labs/instructor Linked repository · Research reference
- https://github.com/567-labs/instructor/blob/main/README.md Research reference
- https://github.com/567-labs/instructor/blob/main/LICENSE Research reference
Research metadata
- Research date
- 2026-10-02
- Catalogue snapshot
- 2026-10-06
Community & social 1 channels
Communities
- Discorddiscord.gg/bD9YE9JArwOfficial