Duplicate from snpranav/redact-gpt-prompts

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README.md

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+---
+title: Redact Gpt Prompts
+emoji: 📚
+colorFrom: pink
+colorTo: red
+sdk: gradio
+sdk_version: 3.39.0
+app_file: app.py
+pinned: false
+license: apache-2.0
+duplicated_from: snpranav/redact-gpt-prompts
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+from pangea.services import Redact
+import openai
+
+def redact_input(input: str, pangea_token: str):
+    redact = Redact(token=pangea_token)
+    return redact.redact(text=input).result.redacted_text
+
+def gpt_completion(prompt: str, openai_api_key: str):
+    openai.api_key = openai_api_key
+    response = openai.Completion.create(model="text-davinci-003",
+                                      prompt=prompt,
+                                      temperature=0,
+                                      max_tokens=100)
+    
+    return response.choices[0].text.strip()
+
+
+input_text = gr.components.Textbox(label="Enter your GPT prompt here (User Input)", value='Rewrite and continue this email to let the specific user know the next steps for their lease, "hey user with email [email protected] (last logged in from 127.0.0.1), here\'s the lease agreement for your new property":')
+output_text1 = gr.components.Textbox(label="Redacted User Input")
+output_text2 = gr.components.Textbox(label="GPT-3 Prompt Completion (on Redacted Input)")
+
+
+def main(oai_api_key, pangea_token, input_text):
+    redacted_text = redact_input(input_text, pangea_token)
+    completion = gpt_completion(redacted_text, oai_api_key)
+    return [redacted_text, completion]
+
+openai_api_key_input = gr.components.Textbox(label="OpenAI API Key (Not stored)", type="password", placeholder="sk-......")
+pangea_token_input = gr.components.Textbox(label="Pangea Redact Token (Not stored)", type="password", placeholder="pts_.....")
+
+iface = gr.Interface(
+    fn=main,
+    inputs=[openai_api_key_input, pangea_token_input, input_text],
+    outputs=[output_text1, output_text2],
+    title="GPT-3 Input Redaction Playground",
+    description="<center>Enter your OpenAI key and your Pangea redact token, then put in your prompt and watch the magic happen 🪄. <br/>\
+    Data redaction is powered by <a href=\"https://pangea.cloud/?utm_source=huggingface&utm_medium=redact-gpt-prompt-demo\">Pangea's APIs</a> in this demo. To learn more about how to get your API keys and tokens to run this, watch this short <a href=\"https://www.youtube.com/watch?v=LNN5s_6G3Cc\" target=\"_blank\">walkthrough demo</a></center>",
+    allow_flagging="never"
+)
+iface.launch(
+    favicon_path="./favicon-32x32.png"
+)

requirements.txt

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+pangea-sdk
+openai