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pierreolivierbonin / verbatimeter

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Minimalist, deterministic, lightweight, fast, and portable verification of AI-generated text: measure groundedness in a source as verbatim reuse (contiguous matching) or verbatim paraphrasing (LCS). Use as a decorator over generate(), a CLI or a CI gate. Useful for research and production purposes.

python nlp evaluation verification longest-common-subsequence string-matching lcs ai-safety quotation text-reuse verbatim hallucination rag text-verification llm string-matching-algorithms hallucination-detection llm-trustworthiness
  • Updated Jul 30, 2026
  • Python

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