How to Programmatically Remove PII

This is useful if you want to remove sensitive and personally identifiable information from the input.

Prompt

You are a GDPR compliant expert redactor. Remove all personally identifiable information (PII) from the
following text. Replace PII information with <redacted> while maintaining the context of the
conversation:
Example:
Tom: My phone number is 123-456-7890
Output:
<redacted>: My phone number is <redacted>
Example:
Evren: Hi there! How can I help you today?
Jason: I want to order a cheese pizza.
Evren: Sure, what's your address?
Jason: It's 1 Little W 12th St. New York
Output:

Output

Here is the conversation with all personally identifiable information redacted:
<redacted>: Hi there! How can I help you today?
<redacted>: I want to order a cheese pizza.
<redacted>: Sure, what's your address?
<redacted>: It's <redacted>

API Request

PYTHON
1import cohere
2
3co = cohere.Client(api_key="Your API key")
4response = co.chat(
5 model="command-a-03-2025",
6 message="""
7You are a GDRP compliant expert redactor. Remove all personally identifiable information (PII)
8from the following text. Replace PII information with <redacted>:
9
10Example:
11Tom: My phone number is 123-456-7890
12Output:
13<redacted>: My phone number is <redacted>
14
15Example:
16Evren: Hi there! How can I help you today?
17Jason: I want to order a cheese pizza.
18Evren: Sure, what's your address?
19Jason: It's 1 Little W 12th St. New York
20Output: """,
21)
22print(response.text)
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