Biblos – Semantic Bible Embedded Vector Search and Claude LLM
Introducing Biblos, a simple tool for semantic search and summarization of Bible passages. Leveraging Chroma for vector search with BAAI BGE embeddings, semantically find related verses across the Bible. The tool employs Anthropic's Claude LLM model for generating high-quality summaries of retrieved passages, contextualizing your search topic. Built on a Retrieval Augmented Generation (RAG) architecture, the app implements a simple Streamlit Web UI using Python. Deployed using render.com, the app is available at https://biblos.appNote: Search by just topic/keywords, e.g. "Kingdom of Heaven", for broader results!
Users discussed the Show HN product's features, such as source verification, readability, and translation accuracy, with mixed opinions on its reliability and accuracy. The Berean Standard Bible and WEB translation received positive mentions. There were concerns about the tool's handling of theological concepts and biblical passages, with some users finding results perplexing or inaccurate. The use of AI, particularly ChatGPT and embeddings, was debated, with suggestions for improvement and potential educational applications. Discussions also veered into biblical interpretation, translation complexities, and LGBT+ affirming resources. Some users expressed satisfaction with the tool, while others were critical or suggested building their own models. There were also unrelated debates on Christianity and religiosity.
Users criticized the product for theological inaccuracies, bugs in summarization, and a lack of features in the mobile and fundamentals editions. Concerns were raised about the reliability, budget constraints, and incomplete features such as missing verse numbers and translations. The AI's tendency to fabricate, lack of cultural/historical context, and inconsistent results were also noted. There were issues with embeddings, dataset requirements, and potential bias in analysis. Some comments debated biblical interpretation, questioned the handling of scripture, and highlighted design limitations. A few comments were unrelated or offered no criticism.