DravidaKavacham

DravidaKavacham is an open-source tool for detecting abusive content in Dravidian focused on harmful language targeting women.

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🛠️ Installation

Install DravidaKavacham via PyPI

pip install dravida-kavacham

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💡 Quick Start

Load the Library

from dravida_kavacham import AbuseDetector

# Initialize the detector
detector = AbuseDetector()

Predict Abusive Content

text = "மிகவும் அழகாக உள்ளது."
result = detector.predict(text)

if result == "Abusive":
    print("⚠️ Abusive content detected!")
else:
    print("✔️ Text is clean.")

Example notebook on Kaggle: visit

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🚀 Key Features

• Multilingual Detection: Designed for Tamil 🇮🇳 and Malayalam 🇮🇳 text.
• Plug-and-Play: No complex setup. Just install, load, and detect!
• Efficient Local Processing: Downloads the pre-trained model on first use.
• Customizable: Extendable for additional use cases with minor adjustments.

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🌍 Supported Languages

Language	Script	Status
Tamil	Tamil script	✅ Supported
Malayalam	Malayalam script	✅ Supported

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📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

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🙌 Acknowledgements

Special thanks to the dataset authors and owners for providing the valuable resources that made this project possible!

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⭐ Support

If you like this project, please consider giving it a ⭐ on DravidaKavacham!