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any resource for one to learn on vector search? any textbook or whitepaper recommendations? I am learning lsh right now and find it fascinating
by manp2 3y ago
any resource for one to learn on vector search? any textbook or whitepaper recommendations?
I am learning lsh right now and find it fascinating
- fzliu 3y agoWe have a "Vector Database 101" series that covers vector search and vector indexes as well: https://zilliz.com/learn/what-is-vector-database https://zilliz.com/learn/what-is-vector-database I've been meaning to dive into SCaNN and DiskANN as well, but haven't gotten around to it yet.
- swyx 3y ago> I've been meaning to dive into SCaNN and DiskANN as well, but haven't gotten around to it yet. quick TLDR on both vs HNSW?
- aiunboxed 3y agoany ideas what do cloud providers like pinecone user underneath ?
- gk1 3y agoI'm from Pinecone. We use proprietary indexes. We could've used HNSW but decided the high memory consumption (ie, costly at scale) and slow index updates (ie, data gets stale) won't cut it for production use cases.
- eskimo87 3y agoOh I read a lot of HNSW stuff on your/Pinecone blog series. (Great learning resource btw, well done!) So I assumed you were using HNSW already. It's a news to me that you don't use it.