cuVS: Vector Search and Clustering on the GPU#

Welcome to cuVS, the premier library for GPU-accelerated vector search and clustering! cuVS provides several core building blocks for constructing new algorithms, as well as end-to-end vector search and clustering algorithms for use either standalone or through a growing list of integrations.

There are several benefits to using cuVS and GPUs for vector search, including

  1. Fast index build

  2. Latency critical and high throughput search

  3. Parameter tuning

  4. Cost savings

  5. Interoperability (build on GPU, deploy on CPU)

  6. Multiple language support

  7. Building blocks for composing new or accelerating existing algorithms

Useful Resources#

Contents#

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