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! ⭐✝️

🤝 Contributing

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

📄 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.