cuVS
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Sep 17, 2024
Accelerating Oracle Database Generative AI Workloads with NVIDIA NIM and NVIDIA cuVS
The vast majority of the world's data remains untapped, and enterprises are looking to generate value from this data by creating the next wave of generative AI...
6 MIN READ
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Aug 15, 2024
Bringing Confidentiality to Vector Search with Cyborg and NVIDIA cuVS
In the era of generative AI, vector databases have become indispensable for storing and querying high-dimensional data efficiently. However, like all databases,...
7 MIN READ
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Jul 18, 2024
Accelerating Vector Search: NVIDIA cuVS IVF-PQ Part 2, Performance Tuning
In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
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Jul 18, 2024
Accelerating Vector Search: NVIDIA cuVS IVF-PQ Part 1, Deep Dive
In this post, we continue the series on accelerating vector search using NVIDIA cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
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Oct 02, 2023
Accelerated Vector Search: Approximating with NVIDIA cuVS Inverted Index
Performing an exhaustive exact k-nearest neighbor (kNN) search, also known as brute-force search, is expensive, and it doesn’t scale particularly well to...
15 MIN READ
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Sep 11, 2023
Accelerating Vector Search: Fine-Tuning GPU Index Algorithms
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...
12 MIN READ
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Sep 11, 2023
Accelerating Vector Search: Using GPU-Powered Indexes with NVIDIA cuVS
In the current AI landscape, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ