Overview
Watch a 21-minute conference talk exploring how the integration of Presto and Lance revolutionizes AI-driven data lake management. Learn how enterprises can efficiently handle vast amounts of multimodal data including documents, images, video, and audio through Lance's zero-copy schema evolution and large blob support capabilities. Discover the advantages of Lance's advanced indexing features for semantic and full-text search, combined with Presto's distributed analytical engine, enabling high-performance AI analytics through simple SQL queries. Understand how vector data lakes built with the Lance format achieve 10x performance improvement on real-time search queries while maintaining compatibility with Presto's distributed OLAP query capabilities. Database Engineer Lu Qiu and Presto Committer Beinan Wang demonstrate how this powerful integration simplifies multimodal data analytics to SQL-level operations, providing a unified solution for modern data management challenges in the GenAI sector.
Syllabus
Presto + Lance: Unleashing Advanced SQL Capabilities for AI Driven Data Lakes
Taught by
Presto Foundation