melashri/lhcbfinder repository overview

⁠Semantic Search For LHCb papers

This project is providing a semantic search for LHCb papers. It provides a pipeline to search by similar papers or use natural language queries to search for papers. It uses embeddings to find similar papers and sentence transformers to encode the papers and queries.

There is a web interface to search for papers in easy and straightforward way. I plan to update the papers database every week to keep the search results up to date. There are many papers published by LHCb collaboration and about LHCb every week on arxiv.

This is currently more of a proof of concept and I plan to improve the search results and the interface in the future. I'm going to present the results of this projects in a more technical manner later.

a demo of the project is available on my website hosted on a humble server here⁠

⁠Acknowledgements

This work is a fork of searchthearxiv⁠ project that provides a semantic search for Machine Leaning arxiv papers. I used the code and the idea to create a similar project for LHCb papers.

⁠License

This project is licensed under the GPLv3 License