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Noble Desktop

Python for AI: Create AI Apps with Flask & OpenAI

via Noble Desktop

Overview

Create, style, and enhance web apps with AI capabilities. In this advanced Python course, you'll develop a powerful sentiment analysis web application with Flask and the OpenAI API integration and learn how to take your coding projects to the next level with AI.

Syllabus

Introduction to Flask

  • Overview of Flask and its use cases
  • Setting up a Flask project
  • Creating and running your first Flask app

Building the Web Application

  • Designing the HTML structure and creating templates
  • Styling the app with CSS
  • Creating Flask routes for handling requests and rendering templates

Integrating the OpenAI API

  • Setting up the OpenAI API and acquiring an API key
  • Making API calls to perform sentiment analysis
  • Parsing and displaying the API's results in your web app

Handling User Input

  • Building forms in HTML to capture user input
  • Processing form submissions in Flask
  • Displaying dynamic content based on user input

Error Handling & Debugging

  • Implementing error handling to catch and manage potential issues
  • Debugging common errors and understanding Flask's error messages

Deploying & Testing

  • Running the Flask app locally and testing its functionality
  • Reviewing the complete workflow of submitting a comment and receiving sentiment analysis results

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