{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Postgres FM","title":"pgvector","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/0d0398b6\"></iframe>","width":"100%","height":180,"duration":2946,"description":"Michael is joined by Jonathan Katz, 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.\n \nHere are some links to things they mentioned:\npgvector https://github.com/pgvector/pgvector\nOur episode on companion databases https://postgres.fm/episodes/companion-databases\nVectors are the new JSON (talk by Jonathan) https://www.youtube.com/watch?v=D_1zunKblAU\npgvector 0.5.0 feature highlights and howtos (blog post by Jonathan) https://jkatz05.com/post/postgres/pgvector-overview-0.5.0\nHNSW indexing and searching (blog post by Jonathan) https://aws.amazon.com/blogs/database/accelerate-hnsw-indexing-and-searching-with-pgvector-on-amazon-aurora-postgresql-compatible-edition-and-amazon-rds-for-postgresql\nOur episode on TOAST https://postgres.fm/episodes/toast\npgvector changelog https://github.com/pgvector/pgvector/blob/master/CHANGELOG.md\nHQANN paper https://arxiv.org/abs/2207.07940\nHNSW fast build branch https://github.com/pgvector/pgvector/tree/hnsw-fast-build \npgconf.dev https://2024.pgconf.dev \n\n~~~\nWhat did you like or not like? What should we discuss next time? Let us know via a YouTube comment, on social media, or by commenting on our Google doc!\n\n~~~\nPostgres FM is produced by:\nMichael Christofides, founder of pgMustard\nNikolay Samokhvalov, founder of Postgres.ai\n\nWith special thanks to:\nJessie Draws for the amazing artwork ","thumbnail_url":"https://img.transistorcdn.com/NFbJlGhGV5mzIU1kM0iZ823A69pjZUNX40LszVO5LKI/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzMyMTQ3LzE3MTA3/OTEzODMtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}