jackmpcollins / magentic
Seamlessly integrate LLMs as Python functions
Why this job: works in the areas we cover, but does not say which job it does
What it does
- [Structured Outputs] using pydantic models and built-in python types.
- [Streaming] of structured outputs and function calls, to use them while being generated.
- [LLM-Assisted Retries] to improve LLM adherence to complex output schemas.
- [Observability] using OpenTelemetry, with native [Pydantic Logfire integration].
- [Type Annotations] to work nicely with linters and IDEs.
Get started
pip install magentic- Maintenance
- Inactive
- Last commit 8 months ago
- Stars
- 2,427
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.41.1
- Released 8 months ago
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 65% closed
- 44 still open
- Pull requests
- 205 merged
- 26 waiting
- Releases
- 65
- 1 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 99%
- Makefile 1%
Topics
- agent
- ai
- chatbot
- chatgpt
- gpt
- llm
- openai
- openai-api
- prompt
- pydantic
- magentic
- magnetic
Project record
- JobOther AI tools
- StatusListed
- Commits360
- Forks133
- Watching10
- Stars in 28 days0
- CreatedJun 18, 2023
- First seen by usNov 7, 2026
- CheckedNov 8, 2026