mail-bandit 0.1.1

Email classifier into 5 types using DistilBERT

📬 mail-bandit

mail-bandit is a plug-and-play email classifier that reads emails from an Amazon S3 bucket and classifies them into 5 categories using a fine-tuned DistilBERT model and XGBoost classifier.

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🚀 Features

• ✅ Classifies emails into:
  • Offer Rollout
  • Rejection
  • Additional Information Required
  • General Communication
  • Unrelated to Application
• ✅ DistilBERT embeddings + XGBoost classifier
• ✅ Reads email data from .jsonl stored in S3
• ✅ Easy to train, deploy, and extend

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🛠 Installation

pip install mail-bandit