Jay Gordon
Microsoft
DISCOVER, CONNECT, GROW
Microsoft Reactor
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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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RAG using Semantic Kernel with Azure OpenAI and Azure Cosmos DB for MongoDB vCor
23 April, 2024 | 5:00 PM - 6:00 PM (UTC) Coordinated Universal Time
- Format:
Livestream
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.
Speakers
-
John Aziz
GEMINDZ
-
Khelan Modi
Microsoft
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