InvespabyJo Kristian Bergum·Apr 22, 2024Matryoshka 🤝 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…
Jo Kristian Bergum·Apr 14, 2023Three 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…A response icon9A response icon9
InvespabyJo Kristian Bergum·Oct 27, 2022Building 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…
InvespabyJo Kristian Bergum·Oct 27, 2022Building 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…
Jo Kristian Bergum·Sep 15, 2022Will new vector databases dislodge traditional search engines?Doug Turnbull asks an interesting question on Linkedin; Will new vector databases dislodge traditional search engines?
InvespabyJo Kristian Bergum·Jul 1, 2022Managed Vector Search using Vespa CloudThere is a growing interest in AI-powered vector representations of unstructured multimodal data and searching efficiently over these…
InvespabyJo Kristian Bergum·Jun 17, 2022Vespa at Berlin Buzzwords 2022Find videos and links from four Vespa-related talks at Berlin Buzzwords 2022, Germany’s most exciting conference on storing, processing…
InvespabyJo Kristian Bergum·Jun 8, 2022Billion-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.
InvespabyJo Kristian Bergum·May 20, 2022Query 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…
InvespabyJo Kristian Bergum·Jan 27, 2022Billion-scale vector search with Vespa — part twoPhoto by Vincentiu Solomon on Unsplash
