2 ms·
You’d want persistence, since the embedding process takes some time. But you don’t need to go all Pinecone on this. There is FAISS, and there is hnswlib, for ex
by leobg 4y ago
You’d want persistence, since the embedding process takes some time. But you don’t need to go all Pinecone on this. There is FAISS, and there is hnswlib, for example. Like SQLite for vector search.
- gk1 4y agoFriendly reminder that we (Pinecone) have a free tier that holds up to ~5M SBERT embeddings (x768 dimensions). For quick projects, going "all Pinecone on this" could turn out to be the easier and faster option.
- leobg 4y agoPoint taken ;-) I like to stand up for the little guy. I hear Pinecone this and Pinecone that. And nobody seems to pay any attention to the awesome dude who made hnswlib.
- gk1 4y agoWho, Yury Malkov? He won’t be offended… He’s an advisor to Pinecone. :) And yes, both he and HNSW are awesome.
- moneywoes 4y agoWhat about Postgres with pg vector?