Posts by Corey Nolet
Data Science
Oct 03, 2024
Event: Community Over Code
Learn about accelerating vector search with NVIDIA cuVS and Apache Solr on October 10 at Community Over Code.
1 MIN READ
Data Science
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
Data Science
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
Data Science
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
Data Center / Cloud
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
Data Center / Cloud
Sep 11, 2023
Accelerating Vector Search: Using GPU-Powered Indexes with RAPIDS RAFT
In the AI landscape of 2023, vector search is one of the hottest topics due to its applications in large language models (LLM) and generative AI. Semantic...
11 MIN READ