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A machine learning-powered API that detects spiritual ailments (e.g., Black Magic, Evil Eye, Jinn Possession) from user-submitted descriptions using NLP. Built with scikit-learn, Flask, and a custom healing dataset.

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Shoaib3375/JettyMLBackBone

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🧠 Jetty Spiritual Healing AI API

An intelligent Flask-based REST API for detecting spiritual ailments like Black Magic (Sihr), Evil Eye (Nazar), Jinn Possession, and more using Natural Language Processing and Machine Learning — inspired by traditional Islamic Ruqyah healing practices.


📌 Features

  • ✅ Accepts natural language input of user symptoms (physical, emotional, spiritual)
  • 🧠 Classifies into 10+ spiritual ailments
  • 📊 Returns label + prediction confidence
  • ⚙️ Uses trained scikit-learn models (TF-IDF + Classifier)
  • 🧾 Built on a custom-labeled Ruqyah-based dataset
  • 🌐 Simple Flask REST API for integration

🔮 Sample Input

POST /predict
Content-Type: application/json

{
  "text": "Your problems"
}

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A machine learning-powered API that detects spiritual ailments (e.g., Black Magic, Evil Eye, Jinn Possession) from user-submitted descriptions using NLP. Built with scikit-learn, Flask, and a custom healing dataset.

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