User Guide

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Use these guides when you are ready to apply NVIDIA cuVS APIs, benchmark algorithms, or integrate NVIDIA cuVS into a larger product.

Guides

  • API Guide: find task-focused NVIDIA cuVS API examples for clustering, vector indexing, preprocessing, common types, and supporting routines.
  • Benchmarking Guide: learn how to compare vector indexes fairly and use cuVS Bench for reproducible benchmark workflows.
  • Field Guide: find practical material for compatibility, integration patterns, runtime compilation, and extension points.
  • References: cite the research papers behind NVIDIA cuVS vector search, preprocessing, clustering, and GPU primitives.