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Microsoft

Serverless GenAI - Building Scalable RAG Applications with Azure Cosmos DB

Microsoft via YouTube

Overview

Explore advanced strategies for building scalable serverless RAG (Retrieval-Augmented Generation) applications in this 46-minute Microsoft Ignite conference session. Dive into key architectural concepts using Azure Cosmos DB and DiskANN, focusing on simplifying architecture, managing data synchronization, addressing scalability challenges, and implementing multi-tenancy solutions. Discover the latest innovations in vector search, full-text search, and hybrid search capabilities within Azure Cosmos DB through real-world implementation examples from customers like EY. Learn practical approaches for getting started with LangChain and Semantic Kernel integration, presented by industry experts Bhaskar Bhatt, James Codella, and Zhe Li.

Syllabus

Serverless GenAI: building scalable RAG apps with Azure Cosmos DB | BRK193

Taught by

Microsoft Ignite

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