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by 0xCMP
5 days ago
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Some thing I've learned, but rarely seen explained anywhere: Storing the vectors is most likely not an issue, mostly likely you're having a problem with the indexes on top of them in which case you can use quantized vector indexes[0] (handled by pgvector) which will get past the limits imposed by PostgreSQL. I had to switch off pgvecto.rs at some point and figured that out. I don't have specific experience with the Azure environment here, but this probably applies if you have access to pgvector. [0]: Types of indexes + number of bits supported at bottom of this section: https://github.com/pgvector/pgvector#hnsw |
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