All you need to know about Google Vertex AI Matching Engine

The good and the bad stuff, no seriously just a deep dive into the product

Putting a similarity index into production at scale is a pretty hard challenge. It requires a whole bunch of infrastructure working closely together. You need to handle a large amount of data at low latency. It introduces you to topics like sharding, hashing, trees, load balancing, efficient data transfer, data replication, and much more.

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Sascha Heyer

Sascha Heyer

Hi, I am Sascha, Senior Machine Learning Engineer at @DoiT International and Founder of IOAnnotator an AI Platform.