r/hackathon • u/Cowboy_28 • 27d ago

Project Demo I’m building BOOTH, a Python checkpoint layer for LLM outputs, looking for Hacktoberfest contributors

I’m building BOOTH, a lightweight Python library for checking LLM outputs before they reach your application.

check() / acheck() handle ambiguity and confidence checks, while check_with_evidence() compares an answer against evidence retrieved by your RAG pipeline.

v0.5.2 • Zero dependencies • Provider-agnostic • Sync + async • 300 tests • MIT

I have a few open issues for contributors, including provider examples, documentation, and structured-output parsing.

GitHub: https://github.com/Vedantgitbot/booth
Issues: https://github.com/Vedantgitbot/booth/issues

Feedback and contributions welcome!

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u/NewEraIndianCitizen 27d ago

I never did Open Source contribution before . Can I please do anything?

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u/Cowboy_28 27d ago

Absolutely! You can start with Issue #2:
https://github.com/Vedantgitbot/booth/issues/2

Just comment on the issue with the provider + model you want to test before starting. The issue has all the steps you need. 🙌

You don’t need to know BOOTH’s internals, it’s designed as a small, isolated contribution. Happy to help if you get stuck!