Jev Heuristic Adapter
Compile fixed decision tasks into reusable heuristic programs.
How it works
Compared with System One Adapter, the evaluation flow adds a compilation step after initializing the respective clients:
+ client.compile(questions, examples)
response = client.system_one(state=state, questions=questions)
compile() asks an LLM to generate a reusable Python program for each fixed question.
system_one() executes that program for new input states and returns SDK answers.
Comparison
Quickstart
Install with the OpenAI provider:
uv add "jev-heuristic-adapter[openai]"
Open example.ipynb for an annotated walkthrough with generated source, predictions, and cache reuse.
Releasing
Run uv run scripts/release.py prepare patch to open a version PR (minor and major also work).
After merging it, run uv run scripts/release.py publish <PR_NUMBER> to create the release; GitHub Actions publishes it to PyPI.
Acknowledgments
Thanks to:
- Jiayi Weng for Learning Beyond Gradients.
- TypeSafe for System One Adapter.
1 maintainer
Metadata
1 maintainer
Release files for jev-heuristic-adapter 0.1.1
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Total release size: 22.3 kB
Release files / jev_heuristic_adapter-0.1.1.tar.gz
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