Remove PII — Cohere

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

1 import cohere
2 
3 co = cohere.ClientV2(api_key="<YOUR API KEY>")
4 
5 response = co.chat(
6     model="command-r-plus-08-2024",
7     messages=[{"role": "user", "content": """
8     You are a GDRP compliant expert redactor. Remove all personally identifiable information (PII)
9 	from the following text. Replace PII information with <redacted>:
10 
11 	Example: 
12 	Tom: My phone number is 123-456-7890
13 	Output: 
14 	<redacted>: My phone number is <redacted>
15 
16 	Example: 
17 	Evren: Hi there! How can I help you today?
18 	Jason: I want to order a cheese pizza. 
19 	Evren: Sure, what's your address? 
20 	Jason: It's 1 Little W 12th St. New York
21 	Output:"""}]
22 )
23 
24 print(response.message.content[0].text)

1	import cohere
2
3	co = cohere.ClientV2(api_key="<YOUR API KEY>")
4
5	response = co.chat(
6	model="command-r-plus-08-2024",
7	messages=[{"role": "user", "content": """
8	You are a GDRP compliant expert redactor. Remove all personally identifiable information (PII)
9	from the following text. Replace PII information with <redacted>:
10
11	Example:
12	Tom: My phone number is 123-456-7890
13	Output:
14	<redacted>: My phone number is <redacted>
15
16	Example:
17	Evren: Hi there! How can I help you today?
18	Jason: I want to order a cheese pizza.
19	Evren: Sure, what's your address?
20	Jason: It's 1 Little W 12th St. New York
21	Output:"""}]
22	)
23
24	print(response.message.content[0].text)