Masking

from flexorch_audit import detect_pii, mask

text = "Email us at hello@example.com or call +49 30 1234567."

findings = detect_pii(text)
masked = mask(text, findings)

print(masked)
# Email us at [MASKED_EMAIL] or call [MASKED_PHONE_DE].

import { detectPii, mask } from '@flexorch/audit';

const text = 'Email us at hello@example.com or call +49 30 1234567.';

const findings = detectPii(text);
const masked = mask(text, findings);

console.log(masked);
// Email us at [MASKED_EMAIL] or call [MASKED_PHONE_DE].

masked = mask(text, findings, strategy="token")
# Email us at <EMAIL_1> or call <PHONE_DE_1>.

const masked = mask(text, findings, { strategy: 'token' });

from flexorch_audit import redact_for_llm

clean_text, summary = redact_for_llm(text)
print(clean_text)
print(summary)  # {"count": 2, "types": ["email", "phone_de"]}

import { redactForLlm } from '@flexorch/audit';

const { text: cleanText, summary } = await redactForLlm(text);