Clustering billions of products for agentic commerce with Catalog API

Shopify Engineering2026-06-18 00:540 views

Building an LLM-powered pipeline to match product listings across millions of merchants into a unified catalog that AI agents can search.

At a typical AI conference, there's usually much discussion of "the future of software", but it usually ends with agents

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