Build Generative AI applications with Azure Cosmos DB

  • Module
  • 12 Units
Intermediate
Developer
Azure Cosmos DB
Azure OpenAI Service

Build advanced Generative AI application with Python and Azure Cosmos DB for NoSQL.

Learning objectives

After completing this module, you'll be able to:

  • Build a Generative AI application capable of interacting with private data using Python and Azure Cosmos DB for NoSQL.
  • Efficiently retrieve and store vectors in Azure Cosmos DB for NoSQL.
  • Perform similarity searches using Azure Cosmos DB for NoSQL.
  • Integrate data and AI models using LangChain orchestration to create intelligent and adaptable Generative AI application.

Prerequisites

Before starting this module, you should have a basic understanding of Python development, Azure Cosmos DB for NoSQL, working with AI models, and understand the concepts associated with retrieval augmented generated (RAG) patterns.