accuralai-validator

accuralai-validator

accuralai-validator delivers reusable validator plugins for the AccuralAI pipeline. Validators apply safety policies, length constraints, and heuristic checks while emitting structured validator_events for downstream observability.

Included Validators

• noop – explicit pass-through validator.
• regex – deny/allow lists backed by compiled regular expressions.
• length – prompt/completion length guards with token/character modes.
• toxicity – pluggable moderation adapter that integrates external scoring providers.
• prompt_injection – heuristic jailbreak detector using keyword and ratio checks.
• json_schema – validates responses against JSON structure or schemas declared inline or per-request.

Development

python -m venv .venv && source .venv/bin/activate
pip install -e packages/accuralai-core[dev]
pip install -e packages/accuralai-validator[dev]
pytest packages/accuralai-validator/tests -q

Validators register entry points under accuralai_core.validators so accuralai-core can compose them into validation chains.