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Suppose one is writing a desktop app doing searches of embeddings, is there a lightweight vector database that runs on all major desktop platforms? I'm aware of
by zcbenz 3y ago
Suppose one is writing a desktop app doing searches of embeddings, is there a lightweight vector database that runs on all major desktop platforms? I'm aware of redis and sqlite-vss, but none runs natively on Windows.
- killthebuddha 3y agoI would run postgres with pgvector https://github.com/pgvector/pgvector https://github.com/pgvector/pgvector. I wouldn't call postgres lightweight of course, but it's definitely lightweight in the sense that it doesn't add a whole bunch of new garbage to an otherwise traditional application.
- dtrailin 3y agoChroma runs on Windows since I believe it's just a python package: https://github.com/chroma-core/chroma https://github.com/chroma-core/chroma
- jstx1 3y agoYou can use libraries like faiss or ann for the search, you don't need a vector database when you work at small-to-medium scale.