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Seems like a nice abstraction.

Since I see DuckDB mentioned, folks wanting serverless may also be interested in LanceDB, written in Rust, with most features built out for Python.

https://lancedb.com/

https://github.com/lancedb/lancedb

Side note, I wrote a proof of concept of embeddings generator being handled inside PostgreSQL, independent of the index.

https://github.com/Hendler/flame



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