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Shopify’s generative discovery model
Our short summary of Shopify’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on shopify.engineering (opens in a new tab)Problem
Personalizing search and recommendations across billions of products while staying within live request latency.
Solution
Trained a shared generative model on Shopify's search and recommendation data, adapting a pretrained language model with commerce signals to generate product candidates in real time.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on shopify.engineering (opens in a new tab)