From eff973b196df7ad1f358716f37361090c1881a7c Mon Sep 17 00:00:00 2001 From: novaxlong Date: Sat, 23 Nov 2024 13:08:18 +0000 Subject: [PATCH] deploy: VectorDB-NTU/long-vector-website@4914c770c4b28813e17c69213dff2bf7762ee2c3 --- index.html | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/index.html b/index.html index f3d58ca..575e003 100644 --- a/index.html +++ b/index.html @@ -1,9 +1,9 @@ Vector Database Group @ NTU -

About us

We are Vector Database Research Group at Nanyang Technological School. Our interests lies in high-dimensional vector data management (and its applications in large models such as retrieval-augmented generative AI).

bigdata

Large-scale high-dimensional vector data has become ubiquitous in contemporary times. For instance, various forms of unstructured data, such as images, videos, texts, and speeches, are typically transformed into vectors using deep learning techniques. These vectors are subsequently employed in downstream analytical tasks. Nearest neighbor (NN) search in high-dimensional vector space constitutes a fundamental problem with a wide array of applications in information retrieval, recommendations, and retrieval-based large language models. We have developed several techniques for approximate NN (ANN), including: