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Jun Gu

DZone Core CORE

Senior Architect at Zilliz

Shanghai, CN

Joined May 2020

Stats

Reputation: 1877
Pageviews: 252.2K
Articles: 13
Comments: 0
  • Articles

Articles

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Building a Vector Database for Scalable Similarity Search
The first one in a blog series to take a closer look at the thought process and design principles behind the building of the most popular open-source vector database.
March 17, 2022
· 3,808 Views · 4 Likes
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Manage Your Milvus Vector Database With One-Click Simplicity
Zilliz launched Attu, an open-sourced GUI tool designed specifically for Milvus 2.0. Learn how to perform a vector similarity search with Attu and Milvus 2.0.
March 17, 2022
· 4,806 Views · 4 Likes
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What Is a Vector Database?
In this introductory article, we’ll introduce concepts related to the vector database, a new type of technology designed to store, manage, and search embedding vectors.
Updated March 15, 2022
· 12,885 Views · 12 Likes
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How Milvus Balances Query Load Across Nodes
Milvus 2.0 supports automatic load balance across query nodes, but you can still do it manually. In this article, we'll teach you how to use this feature.
March 10, 2022
· 3,486 Views · 3 Likes
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How to Compact Data in Milvus
This article analyzes Compaction, a new feature released in Milvus 2.0 that helps you save storage space. Read on to find out more about how it can help you.
March 8, 2022
· 5,494 Views · 3 Likes
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Evolution of Milvus Cloud-Scalable Vector Database
This article explores the thinking process behind the design of the new Milvus database cluster architecture.
March 3, 2022
· 6,280 Views · 3 Likes
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Graph-Based Recommendation System With Milvus
In this article, we discuss how to build a graph-based recommendation system by using PinSage (a GCN algorithm), DGL package, MovieLens datasets, and Milvus.
February 11, 2021
· 11,374 Views · 4 Likes
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How Milvus Realizes the Delete Function
This article deals with how Milvus implements the delete function.
September 1, 2020
· 5,421 Views · 2 Likes
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How Milvus Implements Dynamic Data Update and Query
See how Milvus—an open-source vector similarity search engine—records vector data in its memory, and how these records are maintained.
July 16, 2020
· 7,791 Views · 5 Likes
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A Deep-Learning Approach to Search for Similar Homes
In this article, take a look at an example of how to search for homes using deep learning and Milvus.
July 13, 2020
· 5,300 Views · 2 Likes
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How to Scale Out Milvus — Vector Similarity Search Engine
This article will briefly introduce components of the Mishards architecture.
July 1, 2020
· 7,775 Views · 5 Likes
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Building a Reverse Image Search System Based on Milvus and VGG
See how to build a reverse image search system based on Milvus and VGG.
Updated June 9, 2020
· 9,076 Views · 7 Likes
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Building an Intelligent QA System With NLP and Milvus
This article uses Google’s open-source BERT model and Milvus to quickly build a Q and A bot based on semantic understanding.
May 21, 2020
· 4,796 Views · 4 Likes
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