Overview
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Learn about vector storage solutions for implementing large-scale multimodal retrieval-augmented generation (RAG) systems in this technical talk from the 2024 OCP APAC Summit. Explore key concepts and architectural considerations for effectively storing and managing vector embeddings to support multimodal AI applications that combine text, images, and other data types. Gain insights into scaling vector databases and optimizing retrieval performance for production RAG implementations.
Syllabus
Vector storage for large scale multimodal RAG
Taught by
Open Compute Project