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DISCOVER, CONNECT, GROW

Microsoft Reactor

Join Microsoft Reactor and engage with startups and developers live

Ready to get started with AI?  Microsoft Reactor provides events, training, and community resources to help startups, entrepreneurs and developers build their next business on AI technology. Join us!

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Applying GenAI and CosmosDB Vector Search to Interactive Analytics & Reporting

14 May, 2024 | 5:00 PM - 6:00 PM (UTC) Coordinated Universal Time

  • Format:
  • alt##LivestreamLivestream

Topic: Coding, Languages, and Frameworks

Language: English

Learn about the new capabilities of Azure Cosmos DB for MongoDB vCore and Semantic Kernel that enable you to use vector search and integrate your AI-based movie recommendation applications. Vector search enables you to efficiently store, index, and query high-dimensional vector data along with operational data that is stored directly in Cosmos DB for MongoDB vCore. Semantic Kernel enables integration with Azure OpenAI to perform retrieval augmented generation (RAG) and bring everything together.

In this session, you'll learn about vector search, RAG, and the steps you need to perform to enable it using the semantic kernel, discover how to set up an Azure Cosmos DB for MongoDB vCore, deploy the Azure OpenAI chat and embedding model, learn about how the semantic kernel works, and integrate it in a quart app.

Join us in building a Flask application capable of generating responses using vector search and RAG, catering to tech enthusiasts of all expertise levels.

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