bbible 0.2.1

Explore the Bible by verse or by meaning — with multi-version and AI topic search

📖 bbible

bbible is a lightweight and extensible Python library for Bible verse access and exploration — combining classic reference lookups with AI-powered semantic topic search.

It helps you retrieve verses by book/chapter/verse, or discover scriptures related to concepts like hope, peace, or grace, using transformer embeddings.

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✨ Features

• 🔍 Get verses by reference (single or range)
• 🧠 Semantic topic search – find verses that match meaning, not just keywords
• 📚 Multi-version support – supports nkjv, kjv, and others via JSON
• 💬 Formatted output – reader-friendly for display or printing
• 📦 Local-first design – no API calls, 100% offline

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📦 Installation

pip install bbible

To enable semantic search

pip install sentence-transformers tqdm

🧪 Basic Usage

🔹 Get books and versions

import bbible

print(bbible.get_books())      # List all 66 Bible books
print(bbible.get_versions())   # Available versions (e.g. nkjv, kjv)

🔹 Get a verse or range

print(bbible.get_verse("john", 3, 16))

print(bbible.get_verse("psalms", 23, (1, 6), version="kjv"))

🔥 Semantic Topic Search

Use .topic() to explore verses that relate to a theme or concept, not just a keyword.

print(bbible.topic("hope"))

print(bbible.topic("faith in hard times", version="kjv", top_k=5))

🧠 How it works

• Verse texts are converted into embeddings using sentence-transformers
• Your query is embedded and compared to all verses
• Verses are ranked by cosine similarity to your concept

Input: "grace"
→ Matches: forgiveness, love, undeserved mercy, etc.

✅ Works per version (e.g., NKJV, KJV) for theological clarity.

🔍 Bible Structure

All supported versions use the same format:

{
  "genesis": {
    "1": {
      "1": "In the beginning God created...",
      "2": "And the earth was without form..."
    },
    "2": {
      "1": "Thus the heavens and the earth..."
    }
  },
  ...
}

📘 Sample Output

print(bbible.topic("peace", version="nkjv", top_k=2))

        You will keep him in perfect peace, whose mind is stayed on You, because he trusts in You.
Isaiah 26:3 NKJV

        Peace I leave with you, My peace I give to you; not as the world gives do I give to you.
John 14:27 NKJV

—from bbible by Biyi✨

🧰 API Reference

🔹 get_books() → list

Returns all 66 books of the Bible.

🔹 get_versions() → list

Returns a list of available Bible versions (based on loaded JSONs).

🔹 get_verse(book, chapter, verse, version="nkjv")

Returns a verse or range (tuple) formatted with or without attribution.

🔹 topic(query, version="nkjv", top_k=5, tag=True)

Performs semantic search. Returns verses most related to the query.

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📄 License

MIT License © Biyi Adebayo
Built with ❤️ and the Word.

🌐 Project Links

• 📦 PyPI
• 🛠 GitHub