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Building an AI Web Application with Python and Flask

Microsoft Reactor
106K subscribers
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5.2K views Streamed 2 months ago #githubcopilot #MicrosoftReactor #learnconnectbuild
Unleash your creativity by building an AI-powered web application using Python and Flask! In this class, you’ll integrate GitHub Copilot to streamline coding tasks, implement machine learning models, and create a fully functional web interface. Perfect for beginners and enthusiasts, this hands-on session will guide you from concept to deployment. Learning Objectives:
  • Introduction to Flask and Web Application Development
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Building an AI Web Application with Python and Flask
Unleash your creativity by building an AI-powered web application using Python and Flask! In this class, you’ll integrate GitHub Copilot to streamline coding tasks, implement machine learning models, and create a fully functional web interface. Perfect for beginners and enthusiasts, this hands-on session will guide you from concept to deployment. Learning Objectives:
  • Introduction to Flask and Web Application Development
  • Integrating AI into Web Applications
  • Leveraging GitHub Copilot for Efficiency
Check out a similar project here: 📌 This session is a part of a series. To learn more, click here: https://aka.ms/S-1446/y 📌 Get more resources: https://aka.ms/thesource/github/y 📌 Up{skill} on GitHub Copilot: https://aka.ms/upskill/GitHubCopilot/y #MicrosoftReactor #learnconnectbuild #githubcopilot 00:01:35 - Welcome and Introductions 00:02:58 - Starting from scratch in VS Code 00:06:45 - Running and debugging the Flask app 00:08:18 - Add a form 00:11:50 - Edit with Copilot 00:14:20 - GitHub Models 00:20:10 - Results - Asking a question 00:20:52 - Custom Instructions 00:24:50 - Bringing in more AI 00:30:48 - Using RAG 00:33:30 - Improving the look of our app 00:39:35 - Deploying to Azure 00:43:20 - Using extensions 00:51:10 - Concurrency 00:52:15 - Quart 00:59:58 - Wrap up & next steps [eventD:24500]

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Microsoft Reactor

106K subscribers
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