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Accelerating GPU indexes in Faiss with NVIDIA cuVS

Engineering at Meta · published 8 May 2025

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1blogs citing
First cited
24 Jul 2025
Most recent
6 Nov 2025
Rank this month
not ranked
External links
13
Words captured
615

Cited by

Blog
In the post
Date
NVIDIA Developer Blog
Enhancing GPU-Accelerated Vector Search in Faiss with NVIDIA cuVS Read at the source ↗
6 Nov 2025
NVIDIA Developer Blog
How to Build AI Systems In House with Outerbounds and DGX Cloud Lepton Read at the source ↗
8 Sept 2025
NVIDIA Developer Blog
Optimizing Vector Search for Indexing and Real-Time Retrieval with NVIDIA cuVS Read at the source ↗
24 Jul 2025

Links from this post

Link
Host
https://github.com/rapidsai/cuvs
github.com
https://github.com/facebookresearch/faiss/releases/tag/v1.10.0
github.com
https://github.com/facebookresearch/faiss/pull/1484
github.com
https://arxiv.org/abs/2308.15136
arxiv.org
https://anaconda.org/pytorch/faiss-gpu-cuvs
anaconda.org
https://github.com/facebookresearch/faiss/wiki/GPU-Faiss-with-cuVS-usage
github.com
https://docs.rapids.ai/api/cuvs/nightly/cuvs_bench/
docs.rapids.ai
https://research.yandex.com/blog/benchmarks-for-billion-scale-similarity-search
research.yandex.com
https://github.com/zilliztech/VectorDBBench?tab=readme-ov-file
github.com
New and improved embedding model Read at the source ↗
openai.com
https://www.nvidia.com/en-us/data-center/h100/
nvidia.com
https://docs.rapids.ai/api/cuvs/nightly/comparing_indexes/
docs.rapids.ai
https://developer.nvidia.com/cuvs
developer.nvidia.com
Elsewhere on engineering.fb.com (1)