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[ 🇬🇧_🇺🇸 Check out the subtitles – we now edit them, ChatGPT+manually! You can also try YouTube's auto-translation of them from English to your language; try it and share it with people interested in Postgres!] 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 https://github.com/pgvector/pgvector Our episode on companion databases https://postgres.fm/episodes/companio... Vectors are the new JSON (talk by Jonathan) • Jonathan S. Katz: Vectors are the new JSON... pgvector 0.5.0 feature highlights and howtos (blog post by Jonathan) https://jkatz05.com/post/postgres/pgv... HNSW indexing and searching (blog post by Jonathan) https://aws.amazon.com/blogs/database... Our episode on TOAST https://postgres.fm/episodes/toast pgvector changelog https://github.com/pgvector/pgvector/... HQANN paper https://arxiv.org/abs/2207.07940 HNSW fast build branch https://github.com/pgvector/pgvector/... pgconf.dev https://2024.pgconf.dev ~~~ What did you like or not like? What should we discuss next time? Let us know in the comments, on social media (https://postgres.fm/people) or on our shared Google doc (https://docs.google.com/document/d/1P...) ~~~ Postgres FM is produced by: Nikolay Samokhvalov, founder of Postgres.ai https://postgres.ai/ Michael Christofides, founder of pgMustard https://pgmustard.com/ With special thanks to Jessie Draws for the artwork https://jessiedraws.com/