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View guide →Use LLMs as plain Python functions: prompts become typed, testable code.
magentic is an open-source agents project by jackmpcollins (jackmpcollins/magentic on GitHub). It has 2,426 GitHub stars and 128 forks, is released under the MIT license, and was last updated on GitHub on 11 March 2026.
pip install it into your Python project.
Write a signature with types.
The LLM fills in the implementation.
Functions behave like functions.
Call models like regular code.
Pydantic-style type safety.
Mock and unit-test LLM calls.
A tiny surface, easy to learn.
Multi-turn conversations too.
Use anywhere.
Download the source and move into the project folder.
git clone https://github.com/jackmpcollins/magentic.git
cd magenticEvery project documents its own setup; start with install requirements.
cat README.md | head -60Follow the project’s launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch commandIt is an open-source project at jackmpcollins/magentic with 128 forks.
Yes. MIT licensed.
ChatGPT-style chat models; see the docs.
Even more minimal: functions first, framework second.
Yes. Types drive parsing and coercion.
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