ON-DEMAND WEBINAR

On-Demand

Vector Embeddings in the Lakehouse: Bridging AI and Data Lake Technologies

Join NielsenIQ and Onehouse to explore the crucial role of vector embeddings in AI, and discover how Onehouse makes it easier than ever to generate and manage vector embeddings directly from your data lake.

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Aug 27, 2024 | 10 am PT

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August 27, 2024
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Innovative leaders such as NielsenIQ are increasingly turning to a data lakehouse approach to power their Generative AI initiatives amidst rising vector database costs. Join us for a technical deep dive into the pivotal role of vector embeddings in AI and a demo of how you can generate and manage vector embeddings with the cost and scale efficiencies of your lakehouse.

What You Will Learn:

  • Real-World Applications: In this talk, we’ll cover the challenges of generating, storing, and retrieving high-dimensional embeddings, including high computational costs and scalability issues for production workloads. Kaushik Muniandi, engineering manager at NielsenIQ, will explain how he leveraged a data lakehouse to overcome these challenges for a text-based search application, and the performance improvements he measured.
  • Introduction to AI Vector Embedding Generation Transformer: Discover how Onehouse solves the above challenges by enabling users to automatically create and manage vector embeddings from near real-time data ingestion streams to lakehouse tables without adding complex setups and extra tools. 
  • Technical Deep Dive: Get into the nitty-gritty of Onehouse stream captures and how they integrate with leading vector databases, enabling a single source of truth for AI model training, inference, and serving.

Your Presenters:

Kaushik Muniandi, an Engineering Manager at NielsenIQ. He is wearing a gray suit, a white shirt, and a patterned tie. He has short, dark hair and is smiling against a light purple background.
Kaushik Muniandi
Engineering Manager
The image is the company logo for NielsenIQ. It features the name "NielsenIQ" in blue, with a capital "N" and a capital 'I' and "Q." The font is modern and sans-serif, with a distinctive, clean design. The background is white.OneHouse logo
Chandra Krishnan
Chandra Krishnan
Solutions Engineer
OnehouseOneHouse logo
Profile Picture of Kyle Weller, Head of Product Management
Kyle Weller
Head of Product
Onehouse brandOneHouse logo

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