Shopify Engineering·unknown·14 min read59

Leveraging multimodal LLMs for Shopify’s global catalogue: Recap of expo talk at ICLR 2025 - Shopify

Shopify’s Global Catalogue demonstrates the impact of multimodal LLMs on one of commerce’s hardest problems: building a unified, structured, and continuously evolving understanding of billions of product listings created by millions of merchants. At the International Conference on Learning Representations (ICLR) 2025 Expo in Singapore, we presented the core engineering behind this initiative

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