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Re: by gk1 on Saturday October 02, 2021 @02:53PM (#28731014)
This sort of assumes you’re familiar with vector search and vector databases. If you’re not, this might be a good place to start: https://www.pinecone.io/learn/vector-database/

TL;DR - They store vector embeddings and index them for efficient nearest-neighbor retrieval. Some also allow CRUD operations, metadata filtering, fault-tolerance, and all that jazz. Useful for things like semantic search, similarity search (of unstructured data), and recommender systems.

Re: by Zababa on Saturday October 02, 2021 @07:46PM (#28733218)
Thank you for that, I don't know anything about vector databases so this was useful. I'm not sure if it's normal but the math formulas aren't rendered, they look like what I assume is latex text? But the diagrams are great to get an intuition.
Re: by gk1 on Saturday October 02, 2021 @07:54PM (#28733269)
Uh oh, our LaTeX rendering is broken. Thanks for pointing that out! I’ll look into it.
Re: by Zababa on Saturday October 02, 2021 @08:24PM (#28733419)
It's broken on Chrome and Firefox, latest versions, on Linux if that might help.
Re: by thirdtrigger on Sunday October 03, 2021 @12:40PM (#28738460)
This is also a great start (video) to learn about vector databases / vector search engines https://youtu.be/YkK5IKgxp-c