README.md

3-line GPT Redaction Python Demo

To test this python script, you need to have a bunch of pre-requisites:

1. Created a Pangea Account
2. Get a Pangea Redact token
3. Create a OpenAI account and get the OpenAI key

Step 1 - Set the environment secrets

export PANGEA_REDACT_TOKEN="<PANGEA_REDACT_TOKEN_FROM_CONSOLE>"
export OPENAI_API_KEY="<OPENAI_KEY>"

Step 2 - Install the packages

pip install pangea-sdk openai

Step 3 - Run python script

Create a new file called secure-gpt.py and paste the following code in. Then run it:

python3 secure-gpt.py

---

Video Walkthrough - https://youtu.be/LNN5s_6G3Cc
Run on Replit - https://replit.com/@PranavShikarpur/Redact-GPT-in-3-Lines-of-Code?v=1#README.md

secure-gpt.py

### 3 Lines of Redaction Code
import os; from pangea.services import Redact
redact = Redact(token=os.getenv("PANGEA_REDACT_TOKEN"))
def clean_prompt(prompt):   return redact.redact(text=prompt).result.redacted_text
### End Redaction Code
  
  
import openai
openai.api_key = os.getenv("OPENAI_API_KEY")

while 1:
  #   Input to collect prompts from the CLI
  prompt = input("Enter your prompt (q to exit): ")
  if prompt == 'q': exit(0)

  print(f"Unredacted Prompt: {prompt}")
    
  # Clean the prompt using Pangea's Redact APIs 
  redacted_prompt = clean_prompt(prompt)
  print(f"Redacted Prompt: {redacted_prompt}")
  
  print("Sending redacted prompt to GPT-3...")
  
  # OpenAI generates text with a redacted prompt
  response = openai.Completion.create(
    model="text-davinci-003",
    prompt=redacted_prompt,
  )
  
  print(f"Response from GPT-3: {response.choices[0].text}")