GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere +1

Embedding models can generate high-dimensional vectors whose similarity reflects semantic affinities. Thus, accurately and timely retrieving those vectors in a large collection tha…