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Versify

Welcome to the Versify! This repository contains code to parse and analyze the Bible using the NLTK Gutenberg corpus. You can search for similar Bible verses based on a theme using a Flask web application.

🌟 Features

  • Parse the entire Bible into books, chapters, and verses.
  • Utilize TF-IDF vectorization to analyze verses.
  • Predict similar verses based on user input using KMeans clustering.
  • Interactive Flask web interface.

🚀 Getting Started

Prerequisites

  • Python 3.10.x
  • Required Python libraries:
    • nltk
    • Flask
    • scikit-learn
    • numpy
    • pickle

Installation

  1. Clone this repository:

    git clone https://github.com/Namit2111/bible-verse-finder.git
cd bible-verse-finder/backend

  2. Install the required packages:

    pip install -r requirements.txt

  3. Download the NLTK Gutenberg corpus:

    import nltk
nltk.download('gutenberg')

Usage

  1. Run the Flask web application:

    python app.py

  2. Open your browser and navigate to http://localhost:5000.

  3. Enter a theme to find similar Bible verses!

Installing the frontend (Next.Js)

  1. Change directory to the frontend folder

    cd frontend

  2. Run npm install inside the folder

  3. Navigate to http://localhost:3000

  4. Start the server as instructed above

  5. Enter a theme to find similar Bible verses!

OR

TRY IT OUT! ⭐✝️

📄 License

This project is licensed under the terms of the GNU General Public License. See the LICENSE.md file for details.

🙏 Acknowledgements

  • Inspired by the countless hours spent studying and reflecting on the Bible.

🤝 Contributing

Contributions are welcome! Please read the CODE_OF_CONDUCT.md and CONTRIBUTING.md for guidelines.

Special Thanks to our Contributors!