Accelerating Vector Search: Fine-Tuning GPU Index Algorithms – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-31T20:50:22Z http://www.open-lab.net/blog/feed/ Mickael Ide <![CDATA[Accelerating Vector Search: Fine-Tuning GPU Index Algorithms]]> http://www.open-lab.net/blog/?p=69885 2024-11-18T21:16:14Z 2023-09-11T16:00:00Z In this post, we dive deeper into each of the GPU-accelerated indexes mentioned in part 1 and give a brief explanation of how the algorithms work, along with a...]]> In this post, we dive deeper into each of the GPU-accelerated indexes mentioned in part 1 and give a brief explanation of how the algorithms work, along with a...

In this post, we dive deeper into each of the GPU-accelerated indexes mentioned in part 1 and give a brief explanation of how the algorithms work, along with a summary of important parameters to fine-tune their behavior. We then go through a simple end-to-end example to demonstrate cuVS�� Python APIs on a question-and-answer problem with a pretrained large language model and provide a��

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