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Michael is joined by Jonathan Katz ( / jkatz05 , PostgreSQL Core Team member, Principle Product Manager at AWS, and also pgvector contributor, to discuss pgvector. They cover what it is, why it's so popular all of a sudden, some tuning and tradeoff guidance, and a look to the future.
Here are some links to things they mentioned:
* pgvector github.com/pgv...
* Our episode on companion databases postgres.fm/ep...
* Vectors are the new JSON (talk by Jonathan) • Jonathan S. Katz: Vect...
* pgvector 0.5.0 feature highlights and howtos (blog post by Jonathan) jkatz05.com/po...
* HNSW indexing and searching (blog post by Jonathan) aws.amazon.com...
* Our episode on TOAST postgres.fm/ep...
* pgvector changelog github.com/pgv...
* HQANN paper arxiv.org/abs/...
* HNSW fast build branch github.com/pgv...
* pgconf.dev 2024.pgconf.dev
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What did you like or not like? What should we discuss next time? Let us know in the comments, on social media (postgres.fm/pe...) or on our shared Google doc (docs.google.co...)
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Postgres FM is produced by:
- Nikolay Samokhvalov, founder of Postgres.ai postgres.ai/
- Michael Christofides, founder of pgMustard pgmustard.com/
With special thanks to
- Jessie Draws for the artwork jessiedraws.com/
27 авг 2024
