Detects and removes hallucinations from LLM-generated text using an NLI model to validate it against a provided context.
Project description
guardrails-ai-provenance-nli
Detects and removes hallucinations from LLM-generated text using an NLI model to validate it against a provided context.
Installation
pip install guardrails-ai-provenance-nli
This validator ships local models. After installing, run the post-install step to download them:
python -m guardrails_ai.provenance_nli.post_install
Usage
from guardrails import Guard
from guardrails_ai.provenance_nli import ProvenanceNLI
guard = Guard().use(ProvenanceNLI)
License
MIT — © Guardrails AI.
Project details
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Provenance
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