MemFree combines AI search with a page generator in an open-source project hosted on GitHub.
Open source
24 alternativesdssjon/biblos: biblos.app
Biblos supports semantic Bible search and layered analysis through a GitHub project.
About dssjon/biblos: biblos.app
Biblos is a tool for semantic search and multi-layered analysis of biblical texts. It indexes Bible text in a Chroma vector database using instructor-large embeddings, retrieves passages by semantic similarity, and shows full chapters, Greek New Testament text with Dodson Greek Lexicon definitions, and Church Fathers' commentaries. Selected results can be summarized with Anthropic's Claude model through a Streamlit interface.
Running it locally requires installing Python dependencies, setting an ANTHROPIC_API_KEY environment variable, and launching with Streamlit. Rebuilding the Bible database is optional and takes about 18 minutes on an M1 Macbook Pro, plus additional time for commentaries. The project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License.
Key features
- Semantic search over entire Bible text
- Full chapter view for broader context
- Greek New Testament text with lexicon definitions
- Church Fathers commentaries for historical context
- Summarize results with Claude LLM
- Filter by Old Testament and/or New Testament
Best for: Readers and researchers studying biblical texts with Greek language and historical commentary context.
Good for
- Combines semantic retrieval with Greek text, lexicon definitions, and commentaries
- Modular design allows swapping database, embeddings, and language model components
- Includes default embedding database so full reindexing is optional
Watch out for
- Requires an Anthropic API key for summarization
- Local setup requires Python packages, database scripts, and Streamlit launch
- Full database build takes about 18 minutes on an M1 Macbook Pro, plus commentary time
dssjon/biblos: biblos.app at a glance
- Website
- github.com/dssjon/biblos
- Category
- AI & Machine Learning › AI Search & Research
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
dssjon/biblos: biblos.app alternatives
Tools and sites you could use instead, ranked by how closely they match.
Chroma provides open source search infrastructure for AI applications.
txtai combines semantic search, language model orchestration, and AI workflow tools in one framework.
Open source
17 alternatives
Gerev helps organizations search conversations, documents, and internal pages using AI, with hosted and self-hosted options.
Open source
24 alternatives
dr-doc-search lets users converse with a book in PDF form using GPT-3.
Open source
24 alternatives
Automatic architecture search and hyperparameter optimization for PyTorch.
Open source
24 alternativesPopular in AI Search & Research
Well-known listings from the same topic.
Awesome Decision Tree Papersgithub.com/benedekrozemberczki/awesome-decisio…Twelve Labstwelvelabs.ioLocuslocusextension.comChattyDocschattydocs.comaimatchproaimatch.proBizPlanner AIbizplanner.ai
dssjon/biblos: biblos.app FAQ
How do I run Biblos locally?
Install requirements with pip, optionally build databases with create_db.py and create_commentary_db.py, set ANTHROPIC_API_KEY, then run streamlit run app.py.
Is an Anthropic API key required?
Yes, obtain a key and set it as the ANTHROPIC_API_KEY environment variable for Claude summarization.
How long does creating the search database take?
About 18 minutes for Bible text on an M1 Macbook Pro, plus additional time for commentaries.
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.