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A Search Engine for the Bible using open source Machine Learning models

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Smart-Bible

This is a Bible search engine built using txtai, sentence-transformers/nli-mpnet-base-v2, FastAPI, and Next.js. It allows users to search passages from the Bible and retrieve relevant results quickly or answer the question if possible.

Features

  • Verse Search: Users can search for specific Bible verses using keywords, phrases, or references.
  • Contextual Similarity: The search engine leverages the power of sentence-transformers/nli-mpnet-base-v2 to understand the contextual similarity of verses and passages.
  • Web Interface: The search engine comes with a user-friendly web interface built using Next.js, allowing users to search for Bible references easily.

Requirements

  • Python 3.7 or higher
  • txtai library
  • sentence-transformers library
  • FastAPI
  • Next.js

Project Structure

The project consists of the following components:

  • main.py: The main script for generating the Bible index.
  • server/: The FastAPI server to handle client requests.
  • client/: The Next.js frontend UI code.

The project structure looks as follows:

smart-bible/
├── main.py
├── server/
└── client/

Installation

  1. Clone the repository:

    git clone https://github.com/your-username/bible-search-engine.git
  2. Install the required index dependencies:

    pip install requirements.txt
  3. Install the required server dependencies:

    cd server
    pip install requirements.txt
  4. Install the required client dependencies:

    cd client
    npm install

Contributions

Contributions to this project are welcome! If you have any ideas, feature requests, or bug reports, please open an issue or submit a pull request on the GitHub repository.

License

This project is licensed under the MIT License. Feel free to use and modify it according to your needs.

Acknowledgments

Smart-Bible was built with the help of the following libraries and frameworks:

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