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by qwick23 1176 days ago
What do you think about Weaviate or Qdrant? There is a nice benchmarks overview with all the major players https://qdrant.tech/benchmarks/
2 comments

Qdrant v1.1 was released recently and its quantization feature is just fantastic . See: https://github.com/qdrant/qdrant
I haven't really looked into either. So far I've tested pinecone, Redis, chroma, elasticsearch, and pgvector. I'm not really considering performance at all, just looking for something dead-simple to deploy and use. At the moment it looks like pgvector on supabase is the winner.
Yeah, if you don't need performance, then just take a simple ANN library. No need for a database at all. In terms of databases, Qdrant and Pinecone are the simplest I've tried so far. But Pinecone isn't open-source, not an option for on-prem. PGvector is too much imho, do not want to have all the other Sequel stuff if I just need an NN search.