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Biblos 2.0 – Enhanced Semantic Bible Search with Instructor Embeddings

4 pointsby j-bover 1 year ago

1 comment

j-bover 1 year ago
I&#x27;m pleased to present an update to Biblos, a semantic search tool designed for in-depth Bible study. This release incorporates community suggestions and introduces instructor-large embeddings to enhance the precision of verse retrieval.<p>Biblos aims to facilitate a deeper exploration of biblical texts, offering nuanced search capabilities for those delving into themes or seeking interpretations of theological nuances. The updated version is now available for use at <a href="https:&#x2F;&#x2F;biblos.app&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;biblos.app&#x2F;</a><p>Technical Insights:<p>- Utilizes Chroma for vector search, now powered by instructor-large embeddings for improved semantic accuracy.<p>- Features Anthropic&#x27;s Claude LLM model to generate summaries that provide context and clarity for search results.<p>- Developed with a Retrieval Augmented Generation (RAG) architecture, the app offers a streamlined user experience through a Streamlit Web UI, all orchestrated with Python.<p>Feel free to review or fork the source code here: <a href="https:&#x2F;&#x2F;github.com&#x2F;dssjon&#x2F;biblos">https:&#x2F;&#x2F;github.com&#x2F;dssjon&#x2F;biblos</a><p>Your feedback has been instrumental in shaping this update, and I look forward to your thoughts on the enhancements.
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