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Vector Storage for Large Scale Multimodal RAG

Open Compute Project via YouTube

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

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