📖 Bible Verse Finder

Welcome to the Bible Verse Finder! 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

Clone this repository:

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

Install the required packages:
```
pip install -r requirements.txt
```
Download the NLTK Gutenberg corpus:
```
import nltk
nltk.download('gutenberg')
```

Usage

Run the Flask web application:
```
python app.py
```
Open your browser and navigate to http://localhost:5000.
Enter a theme to find similar Bible verses!

Installing the frontend (Next.Js)

Change directory to the bible-app folder
```
cd bible-app
```
Run npm install inside the folder
Navigate to http://localhost:3000
Start the server as instructed above
Enter a theme to find similar Bible verses!

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.

Feel free to reach out with any questions or suggestions! Enjoy exploring the Bible with the Bible Verse Finder. 🌟

STSonyThomas/bible-verse-finder