booth
https://github.com/vedantgitbot/booth
Python
A lightweight, zero-dependency Python checkpoint layer for structured LLM output reliability.
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- Issues
- Feature Proposal: Add booth.measure() for offline evaluation & confidence calibration benchmarking
- Add langchain-flan example (Harithalakshmikt)
- Add mypy to CI
- Reference compare_fn examples: weak keyword matcher vs. a real one
- Proposal: independent-sample agreement check
- Escape hatch for structured output (parse_fn / pre-parsed dict), bypassing regex/raw_decode JSON scraping
- check() silently swallows call_fn exceptions, hard to tell a real error from genuine UNCERTAIN
- Add an LLM Provider Integration Example & Benchmark
- Docs
- Python not yet supported