Rules catalog
Factuality
Factuality rule for guardrails
The factuality
rule is used to verify the accuracy of the LLM generated content against a set of references of known facts or trusted sources.
Parameters:
- type:
factuality
(specifies the rule type) - value: An array of known facts or statements to check against
- expected: Usually set to
pass
to ensure the content aligns with the provided facts - threshold: A number between 0 and 1 representing the confidence level for factual accuracy (e.g., 0.9 for 90% confidence)