# hipVS

hipVS enables GPU-accelerated vector search operations on AMD Instinct™ GPUs. As a part of the AMD ROCm™
Data Science Toolkit (ROCm-DS), hipVS builds upon the core ROCm libraries to accelerate operations such as
approximate and exact nearest neighbor algorithms, as well as a variety of clustering algorithms. hipVS seamlessly
integrates with other ROCm-DS libraries such as hipDF, enabling DataFrames to be used for vector search operations.

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<a href="https://rocm.docs.amd.com/projects/hipVS/en/latest/" class="card-header-link">
  <h2 class="card-header">Documentation</h2>
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<p class="paragraph"> Installation instructions, how-to guides, and API reference material are on the ROCm Documentation site.
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<a href="https://github.com/ROCm-DS/hipVS" class="card-header-link">
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<p class="paragraph"> View the hipVS source code on Github.
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<a href=./ROCmDS-Blogs.html class="card-header-link">
  <h2 class="card-header">Blogs</h2>
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<p class="paragraph"> View blog posts related to ROCm-DS and hipVS.
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