PII Detection

pip install flexorch-audit

npm install @flexorch/audit

from flexorch_audit import detect_pii

text = "Contact us at info@company.com or call +90 555 123 4567."

findings = detect_pii(text)

for f in findings:
    print(f["type"], f["value"], f["start"], f["end"])
# email  info@company.com  14  32
# phone_tr  +90 555 123 4567  39  56

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

const text = 'Contact us at info@company.com or call +90 555 123 4567.';

const findings = detectPii(text);

for (const f of findings) {
  console.log(f.type, f.value, f.start, f.end);
}
// email  info@company.com  14  32
// phone_tr  +90 555 123 4567  39  56

from flexorch_audit import detect_pii

# Only detect universal + Turkish types
findings = detect_pii(text, locales=["universal", "tr"])

# Only EU types
findings = detect_pii(text, locales=["universal", "de", "fr", "it", "nl", "es", "pl"])

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

// Only detect universal + Turkish types
const findings = detectPii(text, { locales: ['universal', 'tr'] });

from flexorch_audit import detect_pii_batch

texts = [
    "Customer: john@example.com",
    "IBAN: DE89 3704 0044 0532 0130 00",
    "No sensitive data here.",
]

results = detect_pii_batch(texts)
# List of finding lists, one per input

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

const results = detectPiiBatch([
  'Customer: john@example.com',
  'IBAN: DE89 3704 0044 0532 0130 00',
  'No sensitive data here.',
]);

from flexorch_audit import audit_stream

for chunk_result in audit_stream("large_document.txt", chunk_size=5000):
    print(chunk_result["pii_summary"]["count"])