Generative AI Text and Multimodal Embedding Models for Real-World Use Cases

Explore the cutting-edge capabilities of Vertex AI's text and multimodal embedding models in this 33-minute conference talk from Google Cloud Next 2024. Discover how experts from Google Cloud and Two Sigma leverage these powerful tools to drive innovation across various industries and tackle unique business challenges. Learn about a framework for objectively evaluating embedding models, developed by Two Sigma and Google Cloud, and its application to a textual similarity task using the Massive Text Embedding Benchmark (MTEB). Gain valuable insights from speakers Ugo Obialo, Parashar Shah, and Jake Bograd-Denton as they demonstrate how to harness the potential of artificial intelligence to solve real-world problems and maximize the impact of embeddings in your organization.

Generative AI text and multimodal embedding models for real world use cases