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567-labs/instructor

structured outputs for llms

FastAPIpytest #openai#openai-function-calli#openai-functions#pydantic-v2#python#validation
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Stars
13,086
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1,062
Commits
1557
Language
Python
Awesome lists
4

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Tracked growth

7 captures since 2026-05-22

Latest capture 2026-06-03 06:23

Stars history

Total stars

Commits history

Default branch commits

Detected stack

Frameworks and tools

  • FastAPI · web framework · high confidence
  • pytest · test framework · high confidence
pip uv

Dependency files

  • pyproject.toml · python · 56 dependencies
  • requirements-doc.txt · python · 9 dependencies
  • requirements-examples.txt · python · 11 dependencies
  • requirements.txt · python · 39 dependencies
  • uv.lock · python · 0 dependencies
  • examples/chain-of-density/requirements.txt · python · 5 dependencies
  • examples/citation_with_extraction/requirements.txt · python · 6 dependencies
  • examples/logfire-fastapi/requirements.txt · python · 6 dependencies
  • examples/logfire/requirements.txt · python · 4 dependencies

Metadata

  • Created: 2023-06-14
  • First commit: 2023-06-14
  • Last pushed: 2026-06-02
  • Website: https://python.useinstructor.com/
  • Archived: no
  • Stack detected: 2026-06-03 06:23
  • License: MIT

AI development signals

AI agent config detected

10 config paths 8 files 2 directories
Agent instructions 2 Claude Code Cursor 7

Key config paths

  • dir .cursor
  • file AGENT.md
  • file CLAUDE.md
  • file docs/AGENT.md
Review config paths
  • Cursor .cursor
  • Cursor .cursor/rules
  • Cursor .cursor/rules/documentation-sync.mdc
  • Cursor .cursor/rules/followups.mdc
  • Cursor .cursor/rules/new-features-planning.mdc
  • Cursor .cursor/rules/readme.md
  • Cursor .cursor/rules/simple-language.mdc
  • Agent instructions AGENT.md
  • Claude Code CLAUDE.md
  • Agent instructions docs/AGENT.md