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DTSTART;TZID=Europe/Berlin:20261001T103000
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SUMMARY:Unlocking Enterprise AI with S3 Vectors: Bringing RAG to Object Storage with Ceph (ENG)
DESCRIPTION:Enterprises are rapidly adopting AI, but scaling Retrieval-Augmented Generation (RAG) systems remains a challenge due to fragmented data pipelines, siloed vector databases, and complex infrastructure. This session introduces a transformative approach: extending S3-compatible object storage with native vector search capabilities using open source Ceph’s S3 Vectors. By embedding vector indexing and querying directly into the Ceph Object Gateway and integrating a high-performance open source LanceDB engine, organizations can turn their existing data lakes into AI-ready knowledge systems—without duplicating data or introducing new storage silos. We’ll explain how event-driven pipelines powered by bucket notifications enable automated ingestion and embedding generation, while preserving a loosely coupled, serverless architecture. The result is a scalable, cost-efficient foundation for enterprise-grade AI applications.\n
URL:https://opentechday.de/events/unlocking-enterprise-ai-with-s3-vectors-bringing-rag-to-object-storage-with-ceph/
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