Kate Shao
  • Female
  • Shanghai
  • China, mainland
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Profile Information

Short Bio:
Currently building an open-source AI community. Come check out our awesome project: https://www.milvus.io/
Job Title:
Community Manager
Job Function:
Number of employees:
50 to 99

Kate Shao's Blog

4 Steps to Building a Video Search System

Posted on September 11, 2020 at 10:30pm 0 Comments

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As its name suggests, searching for videos by image is the process of retrieving from the repository videos containing similar frames to the input image. One of the key steps is to turn…


Smarter Housing Search and Recommendation Powered by Milvus

Posted on August 25, 2020 at 9:21pm 0 Comments

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Project Background…


The Journey to Optimizing Billion-scale Image Search

Posted on August 12, 2020 at 11:00pm 0 Comments

Yupoo Picture Manager serves tens of millions of users and manages tens of billions of pictures. As its user gallery is growing larger, Yupoo has an urgent business need for a solution that can quickly locate the image. In other words, when a user inputs an image, the system should find its original…


How Milvus Implements Dynamic Data Update and Query

Posted on July 29, 2020 at 10:32pm 0 Comments

Milvus is an open-source vector similarity search engine powered by approximate nearest neighbor search (ANNS) algorithms such as Faiss, NMSLIB, and Annoy. 

To make a vector search more intuitive and easy to use, we introduced TableFile and metadata in Milvus.

In this article, we will mainly describe how vector data are recorded in the memory of Milvus, and how these records are maintained.

Below are our main design goals:

  1. The efficiency of data…

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