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Explore Lance, a cutting-edge data format designed specifically for multimodal AI applications, in this 33-minute conference talk from The ASF's AI Track. Learn from Lei Xu, CTO at LanceDB, and Vino Yang, Volcano Engine Technical Expert and Lance Committer, as they demonstrate how Lance addresses the unique challenges of storing, managing, and processing diverse data types including text, images, audio, and video within AI workflows. Discover the technical architecture behind Lance's columnar storage format, understand its performance advantages for vector embeddings and multimodal data retrieval, and examine real-world use cases where Lance enables efficient handling of complex AI datasets. Gain insights into how this innovative data format is pushing the boundaries of what's possible in multimodal AI development and deployment.
