Biblos: Semantic Bible Search with LLM
Published:Oct 27, 2023 16:28
•1 min read
•Hacker News
Analysis
Biblos is a Retrieval Augmented Generation (RAG) application that leverages vector search and a Large Language Model (LLM) to provide semantic search and summarization of Bible passages. It uses Chroma for vector search with BAAI BGE embeddings and Anthropic's Claude LLM for summarization. The application is built with Python and a Streamlit Web UI, deployed on render.com. The focus is on semantic understanding of the Bible, allowing users to search by topic or keywords and receive summarized results.
Key Takeaways
Reference
“The tool employs Anthropic's Claude LLM model for generating high-quality summaries of retrieved passages, contextualizing your search topic.”