ArnavAgrawal03

6 ms·

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by ArnavAgrawal03 2y ago
My brother and I have been working on DataBridge: an open-source and multimodal database. After experimenting with various AI models, we realized that they were particularly bad at answering questions which required retrieving over images a
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by ArnavAgrawal03 2y ago
yep it's been defunct for a while now tho - so no point removing it
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Show HN: I'm 6 months late, but I made a Natural Language theorem prover(github.com)
3 points by ArnavAgrawal03 2y ago|3 comments
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by ArnavAgrawal03 2y ago
Last year, I built a theorem prover in Ocaml for propositional logic: https://github.com/ArnavAgrawal03/ProveML . After the release of structured outputs, I thought it would be fun to see if we could turn natural langua
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by ArnavAgrawal03 2y ago
For similarity score computation, we employ a hamming distance approximation instead - meaning we can store the individual vectors as just bit-arrays. The search, therefore, has proven to be really scalable in our experience. We're fin
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by ArnavAgrawal03 2y ago
multi-modal database means that we treat multi-modal data, such as images, audio, and video as first-class citizens and provide natural language search over them. That is, you can ingest multi-modal content into DataBridge the same way you&
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by ArnavAgrawal03 2y ago
Yes of course! DataBridge is a multi-modal database with the belief that retrieval over unstructured data - such as videos, pdfs, and other documents should work with the same reliability, speed, and consistency as regular database data str
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Show HN: Multi-modal RAG with ColQwen in a single line of Code(github.com)
5 points by ArnavAgrawal03 2y ago|6 comments
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by ArnavAgrawal03 2y ago
Forgot to mention: We are completely open-source! Feel free to create issues or discuss on the github!
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Show HN: I Made an API for Persistent KV-Caching (Cache Augmented Generation)(databridge.gitbook.io)
3 points by ArnavAgrawal03 2y ago|1 comments