#diskann — Public Fediverse posts

🚀🚀 BREAKING NEWS: A new #Postgres extension claims to boost #performance and scale with #vector #magic 🧙‍♂️✨. Apparently, #DiskANN works alongside #pgvector, because the only thing better than one overhyped feature is two! OSS licensed, because who wouldn't want to spend hours wrestling with open source? 🤦‍♂️
https://github.com/timescale/pgvectorscale #HackerNews #ngated

#DiskANN and #HNSW (Hierarchical Navigable Small World graphs) appear to be trending again. First popped onto my radar 2 years ago, using #LMDB. https://xcancel.com/search?f=tweets&q=%23DiskANN&cursor=DAADDAABCgABGnlm6BXbcfcKAAIY9_luAhchywAIAAIAAAACCAADAAAAAAgABAAAAAAKAAUbmx1GGMAnEAoABhubHUYYv9jwAAA

A lot of the more recent noise seems to be on M$ infrastructure. For those with more money than brains...

https://blog.gslin.org/archives/2025/08/06/12559/%e9%97%9c%e6%96%bc-embedding-%e6%90%9c%e5%b0%8b%e5%95%8f%e9%a1%8c%e7%9a%84%e5%9d%91/

關於 Embedding 搜尋問題的坑

#algorithm #amazon #aws #cloud #disk #diskann #embedding #filtered #filtereddiskann #fresh #freshdiskann #hnsw #microsoft #model #s3 #search #service #turbobuffer #vector

Azure Cosmos DB has integrated DiskANN technology, enabling high-accuracy and efficient vector search at a massive scale. This enhancement improves efficiency, reduces latency, and offers a cost-effective solution for managing and analyzing large datasets. https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/vector-search-using-95-less-compute-diskann-with-azure-cosmos-db/ba-p/4162956 #AzureCosmosDB #DiskANN #AIApplications #softcorpremium