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Build a scalable Chat Application with Azure Cosmos DB and Kubernetes Service

11 June, 2024 | 5:00 PM - 6:00 PM (UTC) Coordinated Universal Time

  • Format:
  • alt##LivestreamLivestream

Topic: Coding, Languages, and Frameworks

Language: English

In this session, you'll learn how to build a scalable chat application utilizing Azure Cosmos DB and Azure Kubernetes Service (AKS). We'll set up Azure Cosmos DB for MongoDB for logging chat history and Azure File Storage for storing weights of our language model. Then, we'll deploy the Hugging Face Text Generation Inference (TGI) and Chat UI as individual services on AKS. We'll also configure Nginx Ingress Controller for TLS termination to ensure secure communication. By the end, we'll have a fully functional chat application running on Azure infrastructure.

Speakers

  • Jay Gordon

    • Cloud Advocate II

    Microsoft

  • Shahzeb Naveed

    • Machine Learning Engineer

    General Motors

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