Skip to main content

📖 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.


✨ 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

📦 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.


📄 License

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

🌐 Project Links

Metadata

Release files for bbible 0.2.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for bbible 0.2.1
File Size Uploaded
bbible-0.2.1.tar.gz 2.6 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for bbible 0.2.1
File Interpreter ABI Platform
bbible-0.2.1-py3-none-any.whl Python 3 none any Details

Total release size: 5.3 MB

Release files / bbible-0.2.1.tar.gz

Download URL bbible-0.2.1.tar.gz
Size 2.6 MB
Tags Source
SHA-256 checksum
How to use checksums
a660836ea7703c3b2f51f84fadd4c9d0bb7f28f2c9d200fd4628185fa5492e36
BLAKE2b-256 checksum
How to use checksums
fbcfe59ed4ca8729b6cfe45688f69c97bbeef12e4af83105b4d20b5295566740
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.13.1

Release files / bbible-0.2.1-py3-none-any.whl

Download URL bbible-0.2.1-py3-none-any.whl
Size 2.6 MB
Tags Python 3
SHA-256 checksum
How to use checksums
493923278f16ff21feafb6927131dada0379e632ce09162a49a7c770a456dc97
BLAKE2b-256 checksum
How to use checksums
ef4f3249a79978ece53fb4ab91b6f36e4ab7c9adf969b391a832287fb6072a5d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.1.0 CPython/3.13.1

Release history Release notifications | RSS feed

This release

0.2.1 This release

2 release files

0.2.0

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page