Remove Personally Identifiable Information (PII) from CSV Files with OpenAI

Description

What this workflow does
Monitors Google Drive: The workflow triggers whenever a new CSV file is uploaded.
Uses AI to Identify PII Columns: The OpenAI node analyzes the data and identifies PII-containing columns (e.g., name, email, phone).
Removes PII: The workflow filters out these columns from the dataset.
Uploads Cleaned File: The sanitized file is renamed and re-uploaded to Google Drive, ensuring the original data remains intact.

How to customize this workflow to your needs
Adjust PII Identification: Modify the prompt in the OpenAI node to align with your specific data compliance requirements.
Include/Exclude File Types: Adjust the Google Drive Trigger settings to monitor specific file types (e.g., CSV only).
Output Destination: Change the folder in Google Drive where the sanitized file is uploaded.

Setup
Prerequisites:
A Google Drive account.
An OpenAI API key.
Workflow Configuration:
Configure the Google Drive Trigger to monitor a folder for new files.
Configure the OpenAI Node to connect with your API
Set the Google Drive Upload folder to a different location than the Trigger folder to prevent workflow loops.