Vector Database Group @ NTU

A research group at Nanyang Technological University focused on advancing the theory and practice of vector databases.

Features

Specializes in high-dimensional vector data management
Researches the applications of vector databases in large models, including retrieval-augmented generative AI
Investigates the transformation of unstructured data (images, videos, texts, speeches) into vectors using deep learning
Develops techniques for nearest neighbor (NN) search in high-dimensional vector spaces
Focuses on approximate nearest neighbor (ANN) search methods
Provides resources, publications, and tools related to vector database technology
Explores applications in information retrieval, recommendation systems, and retrieval-based large language models