Overview
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Explore how to transform data lakes into intelligent, searchable foundations for enterprise AI using Amazon S3 and S3 Vectors in this AWS re:Invent 2025 conference talk. Discover how Spice AI leverages its open-source data and AI platform on AWS to integrate S3 Vectors with open table formats, enabling hybrid SQL and vector search directly on S3 without requiring complex data movement. Learn about in-memory acceleration capabilities on S3 and Amazon Bedrock integrations including Titan Embeddings and Nova Models that enable Spice AI to deliver 100x faster queries at millisecond latency for customers while maintaining enterprise-grade governance and scalability. Understand how S3 Vectors and Spice AI are powering the next generation of retrieval-augmented AI at scale, making data lakes more accessible and efficient for AI workloads.
Syllabus
AWS re:Invent 2025 - How Spice AI operationalizes data lakes for AI using Amazon S3 (STG364)
Taught by
AWS Events