Metadata-Version: 2.4
Name: mail_bandit
Version: 0.1.3
Summary: Mail Bandit is a fast, lightweight tool that classifies emails into five categories using DistilBERT and XGBoost.
Home-page: https://github.com/yourusername/mail-bandit
Author: Jabez Gershon Aldrin
Author-email: Jabez123jaze@gmail.com
License: MIT
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown
Requires-Dist: transformers
Requires-Dist: scikit-learn
Requires-Dist: pandas
Requires-Dist: joblib
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: requires-dist
Dynamic: requires-python
Dynamic: summary

# 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

```bash
pip install mail-bandit
