Your Marketplace Needs Vector Embeddings That Combine Structured, Unstructured & Behavioral Data

Add to Calendar Apr 17, 2025 Apr 17, 2025 America/Los_Angeles Your Marketplace Needs Vector Embeddings That Combine Structured, Unstructured & Behavioral Data Have you built a text or image search demo with a vector database, but still feel like you have a long way to go to enable a core user flow like natural language search, real-time personalization or retrieval for your shopping assistant? Are you dealing with complex data like job listings, travel destinations or second hand fashion items with 10s of metadata properties? In this workshop we will build a vector search-powered system that can deal with complex data and power highly relevant & well converting natural language search with queries like "vintage sweaters under 200" or "cozy highly rated hotels near manhattan midtown with good wifi". We will personalize these results and build product discovery with a real-time feedback loop using click data. We will learn how a fashion retailer added $15M of incremental revenue using Superlinked's ability to create custom embeddings that fit *all* their 1P data signals. Workshop 3 | Gateway Pavilion - Pier 2 | 2 Marina Blvd, San Francisco, CA 94123

About this session

Have you built a text or image search demo with a vector database, but still feel like you have a long way to go to enable a core user flow like natural language search, real-time personalization or retrieval for your shopping assistant? Are you dealing with complex data like job listings, travel destinations or second hand fashion items with 10s of metadata properties? In this workshop we will build a vector search-powered system that can deal with complex data and power highly relevant & well converting natural language search with queries like "vintage sweaters under 200" or "cozy highly rated hotels near manhattan midtown with good wifi". We will personalize these results and build product discovery with a real-time feedback loop using click data. We will learn how a fashion retailer added $15M of incremental revenue using Superlinked's ability to create custom embeddings that fit *all* their 1P data signals.

Session Speaker

Daniel Svonava

Co-Founder & CEO

Superlinked

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