# NVIDIA cuVS ## Instructions for AI Agents - For clean Markdown of any page, append `.md` to the page URL - For section-specific indexes, append `/llms.txt` to any section URL - For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/cuvs/_mcp/server ## Docs - [Home](https://docs.nvidia.com/cuvs/home.md) - [Installation](https://docs.nvidia.com/cuvs/installation.md) - [C](https://docs.nvidia.com/cuvs/installation/c.md) - [C++](https://docs.nvidia.com/cuvs/installation/cpp.md) - [Python](https://docs.nvidia.com/cuvs/installation/python.md) - [Java](https://docs.nvidia.com/cuvs/installation/java.md) - [Go](https://docs.nvidia.com/cuvs/installation/go.md) - [Rust](https://docs.nvidia.com/cuvs/installation/rust.md) - [Getting Started](https://docs.nvidia.com/cuvs/getting-started.md) - [Introduction](https://docs.nvidia.com/cuvs/getting-started/introduction.md) - [Vector Search](https://docs.nvidia.com/cuvs/getting-started/introduction/vector-search.md) - [Clustering](https://docs.nvidia.com/cuvs/getting-started/introduction/clustering.md) - [Compression](https://docs.nvidia.com/cuvs/getting-started/introduction/compression.md) - [Vector Database](https://docs.nvidia.com/cuvs/getting-started/introduction/vector-database.md) - [Tuning Indexes](https://docs.nvidia.com/cuvs/getting-started/introduction/tuning-indexes.md) - [Integrations](https://docs.nvidia.com/cuvs/getting-started/integrations.md) - [Use-cases](https://docs.nvidia.com/cuvs/getting-started/use-cases.md) - [User Guide](https://docs.nvidia.com/cuvs/user-guide.md) - [API Guide](https://docs.nvidia.com/cuvs/user-guide/api-guides.md) - [Common Types](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types.md) - [Array Types](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/array-types.md) - [Dense Arrays](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/array-types/dense-arrays.md) - [Sparse Arrays](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/array-types/sparse-arrays.md) - [Memory Management](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/memory-management.md) - [Multi-GPU](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/multi-gpu.md) - [Resources](https://docs.nvidia.com/cuvs/user-guide/api-guides/core-types/resources.md) - [Clustering Guide](https://docs.nvidia.com/cuvs/user-guide/api-guides/clustering-guide.md) - [K-Means](https://docs.nvidia.com/cuvs/user-guide/api-guides/clustering-guide/k-means.md) - [Gaussian Mixture Model](https://docs.nvidia.com/cuvs/user-guide/api-guides/clustering-guide/gaussian-mixture-model.md) - [Single-linkage](https://docs.nvidia.com/cuvs/user-guide/api-guides/clustering-guide/single-linkage.md) - [Spectral Clustering](https://docs.nvidia.com/cuvs/user-guide/api-guides/clustering-guide/spectral-clustering.md) - [Indexing Guide](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide.md) - [All-neighbors](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/all-neighbors.md) - [Brute-force](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/brute-force.md) - [CAGRA](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/cagra.md) - [IVF-Flat](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/ivf-flat.md) - [IVF-PQ](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/ivf-pq.md) - [Multi-GPU](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/multi-gpu.md) - [NN-Descent](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/nn-descent.md) - [ScaNN](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/sca-nn.md) - [Vamana](https://docs.nvidia.com/cuvs/user-guide/api-guides/indexing-guide/vamana.md) - [Preprocessing Guide](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide.md) - [Binary Quantizer](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide/binary-quantizer.md) - [PCA](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide/pca.md) - [Product Quantization](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide/product-quantization.md) - [Scalar Quantizer](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide/scalar-quantizer.md) - [Spectral Embedding](https://docs.nvidia.com/cuvs/user-guide/api-guides/preprocessing-guide/spectral-embedding.md) - [Other APIs](https://docs.nvidia.com/cuvs/user-guide/api-guides/other-ap-is.md) - [Dynamic Batching](https://docs.nvidia.com/cuvs/user-guide/api-guides/other-ap-is/dynamic-batching.md) - [K-selection](https://docs.nvidia.com/cuvs/user-guide/api-guides/other-ap-is/k-selection.md) - [Pairwise Distances](https://docs.nvidia.com/cuvs/user-guide/api-guides/other-ap-is/pairwise-distances.md) - [Benchmarking Guide](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide.md) - [Methodologies](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/methodologies.md) - [cuVS Bench Tool](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool.md) - [Introduction](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/introduction.md) - [Installation](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/installation.md) - [Usage](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/usage.md) - [Datasets](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/datasets.md) - [Synthetic Dataset Generation](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/synthetic-dataset-generation.md) - [Backends](https://docs.nvidia.com/cuvs/user-guide/benchmarking-guide/cu-vs-bench-tool/backends.md) - [Field Guide](https://docs.nvidia.com/cuvs/user-guide/field-guide.md) - [Compatibility](https://docs.nvidia.com/cuvs/user-guide/field-guide/compatibility.md) - [Integration Patterns](https://docs.nvidia.com/cuvs/user-guide/field-guide/integration-patterns.md) - [JIT Compilation](https://docs.nvidia.com/cuvs/user-guide/field-guide/jit-compilation.md) - [UDF Usage](https://docs.nvidia.com/cuvs/user-guide/field-guide/udf-usage.md) - [References](https://docs.nvidia.com/cuvs/user-guide/references.md) - [Developer Guide](https://docs.nvidia.com/cuvs/developer-guide.md) - [Coding Guidelines](https://docs.nvidia.com/cuvs/developer-guide/coding-guidelines.md) - [C Guidelines](https://docs.nvidia.com/cuvs/developer-guide/coding-guidelines/c-guidelines.md) - [C++ Guidelines](https://docs.nvidia.com/cuvs/developer-guide/coding-guidelines/cpp-guidelines.md) - [Java Guidelines](https://docs.nvidia.com/cuvs/developer-guide/coding-guidelines/java-guidelines.md) - [Python Guidelines](https://docs.nvidia.com/cuvs/developer-guide/coding-guidelines/python-guidelines.md) - [ABI Stability](https://docs.nvidia.com/cuvs/developer-guide/advanced-topics/abi-stability.md) - [Link-time Optimization](https://docs.nvidia.com/cuvs/developer-guide/advanced-topics/link-time-optimization.md) - [Contributing](https://docs.nvidia.com/cuvs/developer-guide/contributing.md) - [API Reference](https://docs.nvidia.com/cuvs/api-reference.md) - [C API Documentation](https://docs.nvidia.com/cuvs/api-reference/c-api-documentation.md) - [Cluster Kmeans](https://docs.nvidia.com/cuvs/api-reference/c-api-cluster-kmeans.md) - [Cluster Multi GPU Kmeans](https://docs.nvidia.com/cuvs/api-reference/c-api-cluster-mg-kmeans.md) - [Core C API](https://docs.nvidia.com/cuvs/api-reference/c-api-core-c-api.md) - [Distance Distance](https://docs.nvidia.com/cuvs/api-reference/c-api-distance-distance.md) - [Distance Pairwise Distance](https://docs.nvidia.com/cuvs/api-reference/c-api-distance-pairwise-distance.md) - [Neighbors Multi GPU Cagra](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-mg-cagra.md) - [Neighbors Multi GPU Common](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-mg-common.md) - [Neighbors Multi GPU IVF Flat](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-mg-ivf-flat.md) - [Neighbors Multi GPU IVF PQ](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-mg-ivf-pq.md) - [Neighbors All Neighbors](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-all-neighbors.md) - [Neighbors Brute Force](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-brute-force.md) - [Neighbors Cagra](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-cagra.md) - [Neighbors Common](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-common.md) - [Neighbors HNSW](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-hnsw.md) - [Neighbors IVF Flat](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-ivf-flat.md) - [Neighbors IVF PQ](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-ivf-pq.md) - [Neighbors IVF SQ](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-ivf-sq.md) - [Neighbors NN Descent](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-nn-descent.md) - [Neighbors Refine](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-refine.md) - [Neighbors Tiered Index](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-tiered-index.md) - [Neighbors Vamana](https://docs.nvidia.com/cuvs/api-reference/c-api-neighbors-vamana.md) - [Preprocessing Quantize Binary](https://docs.nvidia.com/cuvs/api-reference/c-api-preprocessing-quantize-binary.md) - [Preprocessing PCA](https://docs.nvidia.com/cuvs/api-reference/c-api-preprocessing-pca.md) - [Preprocessing Quantize PQ](https://docs.nvidia.com/cuvs/api-reference/c-api-preprocessing-quantize-pq.md) - [Preprocessing Quantize Scalar](https://docs.nvidia.com/cuvs/api-reference/c-api-preprocessing-quantize-scalar.md) - [Cpp API Documentation](https://docs.nvidia.com/cuvs/api-reference/cpp-api-documentation.md) - [Cluster Agglomerative](https://docs.nvidia.com/cuvs/api-reference/cpp-api-cluster-agglomerative.md) - [Cluster Gmm](https://docs.nvidia.com/cuvs/api-reference/cpp-api-cluster-gmm.md) - [Cluster Kmeans](https://docs.nvidia.com/cuvs/api-reference/cpp-api-cluster-kmeans.md) - [Cluster Spectral](https://docs.nvidia.com/cuvs/api-reference/cpp-api-cluster-spectral.md) - [Common Types](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types.md) - [Execution Resources](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-execution-resources.md) - [Dense Array Views](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-dense-array-views.md) - [Dense View Factories](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-dense-view-factories.md) - [Owning Dense Arrays](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-owning-dense-arrays.md) - [Owning Array Factories](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-owning-array-factories.md) - [Layouts and Extents](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-layouts-and-extents.md) - [Sparse Array Types](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-sparse-array-types.md) - [Copy, Serialization, and Utility APIs](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-copy-serialization-and-utility-apis.md) - [Errors and Logging](https://docs.nvidia.com/cuvs/api-reference/cpp-api-common-types-errors-and-logging.md) - [Distance Distance](https://docs.nvidia.com/cuvs/api-reference/cpp-api-distance-distance.md) - [Distance Grammian](https://docs.nvidia.com/cuvs/api-reference/cpp-api-distance-grammian.md) - [Neighbors All Neighbors](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-all-neighbors.md) - [Neighbors Ball Cover](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-ball-cover.md) - [Neighbors Brute Force](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-brute-force.md) - [Neighbors Cagra](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-cagra.md) - [Neighbors Common](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-common.md) - [Neighbors Dynamic Batching](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-dynamic-batching.md) - [Neighbors Epsilon Neighborhood](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-epsilon-neighborhood.md) - [Neighbors HNSW](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-hnsw.md) - [Neighbors Composite Index](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-composite-index.md) - [Neighbors IVF Flat](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-ivf-flat.md) - [Neighbors IVF PQ](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-ivf-pq.md) - [Neighbors IVF RaBitQ](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-ivf-rabitq.md) - [Neighbors IVF SQ](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-ivf-sq.md) - [Neighbors NN Descent](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-nn-descent.md) - [Neighbors Refine](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-refine.md) - [Neighbors Scann](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-scann.md) - [Neighbors Tiered Index](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-tiered-index.md) - [Neighbors Vamana](https://docs.nvidia.com/cuvs/api-reference/cpp-api-neighbors-vamana.md) - [Preprocessing Quantize Binary](https://docs.nvidia.com/cuvs/api-reference/cpp-api-preprocessing-quantize-binary.md) - [Preprocessing PCA](https://docs.nvidia.com/cuvs/api-reference/cpp-api-preprocessing-pca.md) - [Preprocessing Quantize PQ](https://docs.nvidia.com/cuvs/api-reference/cpp-api-preprocessing-quantize-pq.md) - [Preprocessing Quantize Scalar](https://docs.nvidia.com/cuvs/api-reference/cpp-api-preprocessing-quantize-scalar.md) - [Preprocessing Spectral Embedding](https://docs.nvidia.com/cuvs/api-reference/cpp-api-preprocessing-spectral-embedding.md) - [Selection Select K](https://docs.nvidia.com/cuvs/api-reference/cpp-api-selection-select-k.md) - [Stats Silhouette Score](https://docs.nvidia.com/cuvs/api-reference/cpp-api-stats-silhouette-score.md) - [Stats Trustworthiness Score](https://docs.nvidia.com/cuvs/api-reference/cpp-api-stats-trustworthiness-score.md) - [Util Cutlass Utils](https://docs.nvidia.com/cuvs/api-reference/cpp-api-util-cutlass-utils.md) - [Util File Io](https://docs.nvidia.com/cuvs/api-reference/cpp-api-util-file-io.md) - [Python API Documentation](https://docs.nvidia.com/cuvs/api-reference/python-api-documentation.md) - [Cluster Kmeans](https://docs.nvidia.com/cuvs/api-reference/python-api-cluster-kmeans.md) - [Cluster Multi GPU Kmeans](https://docs.nvidia.com/cuvs/api-reference/python-api-cluster-mg-kmeans.md) - [Common](https://docs.nvidia.com/cuvs/api-reference/python-api-common.md) - [Distance](https://docs.nvidia.com/cuvs/api-reference/python-api-distance.md) - [Neighbors Multi GPU Cagra](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-mg-cagra.md) - [Neighbors Multi GPU IVF Flat](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-mg-ivf-flat.md) - [Neighbors Multi GPU IVF PQ](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-mg-ivf-pq.md) - [Neighbors All Neighbors](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-all-neighbors.md) - [Neighbors Brute Force](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-brute-force.md) - [Neighbors Cagra](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-cagra.md) - [Neighbors Filters](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-filters.md) - [Neighbors HNSW](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-hnsw.md) - [Neighbors IVF Flat](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-ivf-flat.md) - [Neighbors IVF PQ](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-ivf-pq.md) - [Neighbors IVF SQ](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-ivf-sq.md) - [Neighbors NN Descent](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-nn-descent.md) - [Neighbors](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors.md) - [Neighbors Tiered Index](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-tiered-index.md) - [Neighbors Vamana](https://docs.nvidia.com/cuvs/api-reference/python-api-neighbors-vamana.md) - [Preprocessing Quantize Binary](https://docs.nvidia.com/cuvs/api-reference/python-api-preprocessing-quantize-binary.md) - [Preprocessing PCA](https://docs.nvidia.com/cuvs/api-reference/python-api-preprocessing-pca.md) - [Preprocessing Quantize PQ](https://docs.nvidia.com/cuvs/api-reference/python-api-preprocessing-quantize-pq.md) - [Preprocessing Quantize Scalar](https://docs.nvidia.com/cuvs/api-reference/python-api-preprocessing-quantize-scalar.md) - [Java API Documentation](https://docs.nvidia.com/cuvs/api-reference/java-api-documentation.md) - [Com Nvidia cuVS Cuvsdevicematrix](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsdevicematrix.md) - [Com Nvidia cuVS Cuvshostmatrix](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvshostmatrix.md) - [Com Nvidia cuVS Cuvsmatrix](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsmatrix.md) - [Com Nvidia cuVS Spi Cuvsprovider](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-spi-cuvsprovider.md) - [Com Nvidia cuVS Cuvsresources](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsresources.md) - [Com Nvidia cuVS Cuvsresourcesinfo](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsresourcesinfo.md) - [Com Nvidia cuVS Spi Cuvsserviceprovider](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-spi-cuvsserviceprovider.md) - [Com Nvidia cuVS Delegatingscopedaccess](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-delegatingscopedaccess.md) - [Com Nvidia cuVS Gpuinfo](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-gpuinfo.md) - [Com Nvidia cuVS Gpuinfoprovider](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-gpuinfoprovider.md) - [Com Nvidia cuVS Libraryexception](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-libraryexception.md) - [Com Nvidia cuVS Rowview](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-rowview.md) - [Com Nvidia cuVS Synchronizedcuvsresources](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-synchronizedcuvsresources.md) - [Com Nvidia cuVS Bruteforceindex](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-bruteforceindex.md) - [Com Nvidia cuVS Bruteforceindexparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-bruteforceindexparams.md) - [Com Nvidia cuVS Bruteforcequery](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-bruteforcequery.md) - [Com Nvidia cuVS Cagracompressionparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagracompressionparams.md) - [Com Nvidia cuVS Cagraindex](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagraindex.md) - [Com Nvidia cuVS Cagraindexparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagraindexparams.md) - [Com Nvidia cuVS Cagramergeparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagramergeparams.md) - [Com Nvidia cuVS Cagraquery](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagraquery.md) - [Com Nvidia cuVS Cagrasearchparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cagrasearchparams.md) - [Com Nvidia cuVS Cuvsaceparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsaceparams.md) - [Com Nvidia cuVS Cuvsivfpqindexparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsivfpqindexparams.md) - [Com Nvidia cuVS Cuvsivfpqparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsivfpqparams.md) - [Com Nvidia cuVS Cuvsivfpqsearchparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-cuvsivfpqsearchparams.md) - [Com Nvidia cuVS Hnswaceparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-hnswaceparams.md) - [Com Nvidia cuVS Hnswindex](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-hnswindex.md) - [Com Nvidia cuVS Hnswindexparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-hnswindexparams.md) - [Com Nvidia cuVS Hnswquery](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-hnswquery.md) - [Com Nvidia cuVS Hnswsearchparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-hnswsearchparams.md) - [Com Nvidia cuVS Searchresults](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-searchresults.md) - [Com Nvidia cuVS Tieredindex](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-tieredindex.md) - [Com Nvidia cuVS Tieredindexparams](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-tieredindexparams.md) - [Com Nvidia cuVS Tieredindexquery](https://docs.nvidia.com/cuvs/api-reference/java-api-com-nvidia-cuvs-tieredindexquery.md) - [Rust API Documentation](https://docs.nvidia.com/cuvs/api-reference/rust-api-documentation.md) - [cuVS Cluster](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-cluster.md) - [cuVS Cluster Kmeans](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-cluster-kmeans.md) - [cuVS Cluster Kmeans Params](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-cluster-kmeans-params.md) - [cuVS](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs.md) - [cuVS Dlpack](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-dlpack.md) - [cuVS Error](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-error.md) - [cuVS Neighbors](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors.md) - [cuVS Neighbors Filters](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-filters.md) - [cuVS Resources](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-resources.md) - [cuVS Distance](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-distance.md) - [cuVS Neighbors Brute Force](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-brute-force.md) - [cuVS Neighbors Cagra](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-cagra.md) - [cuVS Neighbors Cagra Index](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-cagra-index.md) - [cuVS Neighbors Cagra Params](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-cagra-params.md) - [cuVS Neighbors IVF Flat](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-flat.md) - [cuVS Neighbors IVF Flat Index](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-flat-index.md) - [cuVS Neighbors IVF Flat Params](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-flat-params.md) - [cuVS Neighbors IVF PQ](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-pq.md) - [cuVS Neighbors IVF PQ Index](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-pq-index.md) - [cuVS Neighbors IVF PQ Params](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-ivf-pq-params.md) - [cuVS Neighbors Vamana](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-vamana.md) - [cuVS Neighbors Vamana Index](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-vamana-index.md) - [cuVS Neighbors Vamana Params](https://docs.nvidia.com/cuvs/api-reference/rust-api-cuvs-neighbors-vamana-params.md) - [Go API Documentation](https://docs.nvidia.com/cuvs/api-reference/go-api-documentation.md) - [cuVS](https://docs.nvidia.com/cuvs/api-reference/go-api-cuvs.md) - [Brute Force](https://docs.nvidia.com/cuvs/api-reference/go-api-brute-force.md) - [Cagra](https://docs.nvidia.com/cuvs/api-reference/go-api-cagra.md) - [IVF Flat](https://docs.nvidia.com/cuvs/api-reference/go-api-ivf-flat.md) - [IVF PQ](https://docs.nvidia.com/cuvs/api-reference/go-api-ivf-pq.md)