LangChain Data Anonymizer

data_anonymizer.py

from langchain_experimental.data_anonymizer import PresidioAnonymizer
from faker import Faker

fake = Faker()

DATA = []

DATA_ANON = []

for _ in range(2):
    name = fake.name()
    phone = fake.phone_number()
    email = fake.email()
    DATA.append(f"My name is {name}, call me at {phone} or email me at {email}")


anonymizer = PresidioAnonymizer()

for email in DATA:
    text = anonymizer.anonymize(
    "My name is Slim Shady, call me at 313-666-7440 or email me at [email protected]"
    )
    DATA_ANON.append(text)


print("Original array: ", DATA)

print("Final array: ", DATA_ANON)