AIFLX

Library / Artificial Intelligence

Create a generative AI app that uses tools with Azure

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About this course

Build a Generative AI Application with Microsoft Foundry, the Responses API, and Tools

Create a generative AI application with Microsoft Foundry, the Responses API, and tools capable of using information from both the Web and your own files.

This hands-on course guides you through creating a Microsoft Foundry project, deploying a GPT-5.2 model, and developing a Python chat application that uses the web_search and file_search tools.

Course Description

Microsoft Foundry: Build a Generative AI Application with Tools

This Level 300 course is based on a practical Microsoft Learning exercise focused on developing a generative AI application with Microsoft Foundry and the Responses API.You will begin by creating a Microsoft Foundry project and deploying GPT-5.2. You will then experiment with the web_search tool in the model playground before developing a Python application capable of searching for information on the Web and in PDF brochures using a vector store and the file_search tool.

The lab uses Microsoft Entra ID authentication to connect to the Azure OpenAI endpoint. Some of the technologies presented in this course may be in preview or under active development. As a result, you may encounter unexpected behavior, warnings, or errors.

What You Will Learn

By the end of this course, you will be able to:

  • Create and configure a Microsoft Foundry project.
  • Find and deploy a GPT-5.2 model from the model catalog.
  • Test the web_search tool in the model playground.
  • Retrieve the Azure OpenAI endpoint required by a client application.
  • Use the OpenAI SDK with Microsoft Entra ID authentication.
  • Create a vector store and upload PDF documents to it.
  • Integrate file_search and web_search into a Responses API request.
  • Run and test a Python application that uses these tools.
  • Who Is This Course For?

AI and Azure Developers

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