Almost any self-hosted ANN library will do if you're dealing with <1M vectors, but the indexes at these note-based applications tend to balloon very quickly into the hundreds of millions and billions. That's where rolling your own gets painful and where Pinecone shines.[1]
Almost any self-hosted ANN library will do if you're dealing with <1M vectors, but the indexes at these note-based applications tend to balloon very quickly into the hundreds of millions and billions. That's where rolling your own gets painful and where Pinecone shines.[1]
[1] https://www.pinecone.io - Disclosure: I work there.