Jo Kristian BerguminvespaMatryoshka 🤝 Binary vectors: Slash vector search costs with VespaWe announce support for combining matryoshka and binary quantization in Vespa’s native hugging-face embedder (Vespa >= 8.332.5). In…Apr 22Apr 22

Jo Kristian BergumThree mistakes when introducing embeddings and vector searchRepresenting unstructured data as embedding vectors and embedding-based retrieval (EBR) using vector search is more popular than ever. What…Apr 14, 20239Apr 14, 20239

Jo Kristian BerguminvespaBuilding Billion-Scale Vector Search — part twoThis blog is the second post in a series on building a billion-scale vector search using Vespa. The series covers the cost and serving…Oct 27, 2022Oct 27, 2022

Jo Kristian BerguminvespaBuilding Billion-Scale Vector Search — part oneHow fast is fast? Many consider the blink of an eye, around 100–250ms, to be plenty fast. Try blinking 10 times in a second? If you can…Oct 27, 2022Oct 27, 2022

Jo Kristian BergumWill new vector databases dislodge traditional search engines?Doug Turnbull asks an interesting question on Linkedin; Will new vector databases dislodge traditional search engines?Sep 15, 2022Sep 15, 2022

Jo Kristian BerguminvespaManaged Vector Search using Vespa CloudThere is a growing interest in AI-powered vector representations of unstructured multimodal data and searching efficiently over these…Jul 1, 2022Jul 1, 2022

Jo Kristian BerguminvespaVespa at Berlin Buzzwords 2022Find videos and links from four Vespa-related talks at Berlin Buzzwords 2022, Germany’s most exciting conference on storing, processing…Jun 17, 2022Jun 17, 2022

Jo Kristian BerguminvespaBillion-scale vector search using hybrid HNSW-IFThis blog post describes HNSW-IF, a cost-efficient solution for high-accuracy vector search over billion scale vector datasets.Jun 8, 2022Jun 8, 2022

Jo Kristian BerguminvespaQuery Time Constrained Approximate Nearest Neighbor SearchThis blog post describes Vespa’s industry-leading support for combining approximate nearest neighbor search, or vector search, with query…May 20, 2022May 20, 2022

Jo Kristian BerguminvespaBillion-scale vector search with Vespa — part twoPhoto by Vincentiu Solomon on UnsplashJan 27, 2022Jan 27, 2022