Promptfoo
Promptfoo is a library for evaluating the quality of language model prompts, offering automated testing and evaluation metrics to enhance output quality and reduce subjectivity. It integrates into workflows and provides both web and CLI interfaces.
Independent assessment across data handling, compliance, security and transparency.
Risk factors
3- Integrates into workflows, requiring user data.
- User data may be used for prompt evaluation.
- No clear opt-out for training on user data.
Recommendations
4- Use self-hosted/local mode for sensitive prompt evaluation
- Review cloud feature data handling before enabling
- Suitable for developer use in AI testing workflows
- Avoid including production PII in test datasets
Data handling
- Storage
- Local by default; cloud features optional
- Retention
- Local mode: no retention; cloud: not documented
- Training on inputs
- Not used for training; developer tool
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