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abhishekdasari19/email-classification

sourceHugging Faceupdated 1y agoView on Hugging Face

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App README

Email Classification with PII Masking

This project masks personal information from support emails and classifies them into categories like Billing, Technical, etc., using a trained machine learning model.

🚀 Features

—Regex-based PII masking (names, emails, cards, etc.)
—Naive Bayes classification on masked content
—FastAPI deployment ready for Hugging Face Spaces

📦 Setup

bash

pip install -r requirements.txt
uvicorn app:app --reload

🌐 API Example

POST /

json

{
  "email_body": "Hi my name is John Doe, my email is john@example.com and my issue is with billing."
}

✅ Output Format

json

{
  "input_email_body": "...",
  "list_of_masked_entities": [...],
  "masked_email": "...",
  "category_of_the_email": "Billing Issues"
}