PII Redaction For LLM Apps

PolicyAware detects and redacts sensitive content before prompts reach models or tools.

Install

pip install policyaware

Run The Example

git clone https://github.com/ktirupati/policyaware.git
cd policyaware/examples/pii-redaction-policy
python demo.py

Expected Output

contains_pii=True
categories=email, phone
redacted=Contact [REDACTED_EMAIL] or [REDACTED_PHONE] about claim ACME-42.
gateway_decision=conditional_allow
gateway_actions=redact

Open the complete example folder on GitHub: PII redaction policy.

More Reading

• Build a Policy-Aware AI Gateway in Python
• Stop Shipping AI Features Without Guardrails