Show HN: I made a website to semantically search ArXiv papers
9 by Quizzical4230 | 0 comments on Hacker News.
As a grad student (and an ADHDer), I had trouble doing literature review systematically. To combat this, I made a website that finds similar papers using the meaning of the thing I am looking for. I used MixedBread's [^1] embedding model to generate vectors from the abstracts. I store and search similar vectors using Milvus [^2] and finally use Gradio [^3] to serve the frontend. I update the vector database weekly by pulling the metadata dataset from Kaggle [^4]. To speed up the search process on my free oracle instance, I binarise the embeddings and use Hamming distance as a metric. I would love your feedback on the site :) Happy Holidays! [1]: https://ift.tt/YdvWVPS... [2]: https://milvus.io/ [3]: https://www.gradio.app/ [4]: https://ift.tt/XDjkaZJ
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