ChatGPT Voice Chatbot Development with React and FastAPI Online Course
ChatGPT Voice Chatbot Development with React and FastAPI Online Course
This course is designed to help you build a voice assistant or sales chatbot powered by ChatGPT and Eleven Labs AI technology. You’ll learn to develop a web application by setting up both front-end and back-end environments, installing necessary tools, and creating a simple UI. The course covers backend development, working with AI, and integrating ChatGPT for smooth conversational flows. You’ll also learn to add audio recording and playback functionality to the front end. By the end of this course, you’ll have the skills to build a fully functional voice-enabled chatbot, gaining hands-on experience in web development, AI integration, and prompt engineering.
Key Benefits
- Master the creation of AI-driven voice assistants and chatbots leveraging ChatGPT technology.
- Harness the advanced capabilities of AI through integration with ChatGPT and Eleven Labs to build dynamic conversational applications.
- Gain expertise in using React and Flask web development frameworks to create robust and scalable web solutions.
Target Audience
This course is for developers, programmers, and anyone interested in artificial intelligence, specifically in building advanced voice assistants or chatbots. A foundational understanding of programming, as well as familiarity with JavaScript and React, is required. The course assumes knowledge of front-end and back-end development, as well as experience with REST APIs and HTTP requests. If you’re passionate about creating innovative AI-driven voice assistants and chatbots using the latest technology, this course is designed for you.
Learning Objectives
- Develop a highly realistic, lifelike chatbot tailored for various purposes.
- Create chatbots with distinct personalities, including specialized voice and sales personas.
- Integrate ChatGPT and Eleven Labs AI seamlessly into your applications for enhanced functionality.
- Gain expertise in full-stack development using React for the front end and FastAPI for the back end.
- Master prompt engineering techniques to optimize chatbot performance and interactions.
- Experience real-time AI-driven interactions in an engaging and practical manner.
Course Outline
The ChatGPT Voice Chatbot Development with React and FastAPI Exam covers the following topics -
Module 1 - Introduction and Resources
- Overview of the Course
- Project Objective: What We Are Building
- Instructor Background
- Course Structure and Outline
- Expectations vs. Reality
- Technology Stack:
- Backend Overview
- Frontend Overview
- Styling Overview
- Resource Usage Instructions
- Important Notice: Potential Delays with OpenAI API
Module 2 - React Crash Course
- Setting Up Create React App with Vite
- Installing Tailwind CSS
- Project Overview: What We Are Building
- Building Your First Component
- Understanding What Just Happened
- Styling the First Button
- Passing Props: Running Parent Function from Child
- Managing State and Side Effects with useEffect
- Structuring the BetBox
- Implementing BetButton Functionality
- Sending Axios Fetch Requests
- Final Adjustments and Finishing Touches
Module 3 - Environment Setup - Frontend and Backend
- Recommended VS Code Setup and Useful Plugins
- Folder Structure Setup
- Verifying Python and Node Versions
- Setting Up FastAPI Backend and Installing Required Packages
- Preparing React Frontend and Installing Dependencies
- Integrating Tailwind CSS
- Configuring Environment Variables
Module 4 - Backend Build - Working with AI
- Backend Initialization: Importing Libraries and Setting Up CORS
- Understanding API Documentation and Endpoints
- Recording Voice Snippets
- Converting Voice to Text with Whisper API
- Prompt Engineering for ChatGPT
- Handling ChatGPT Responses
- Storing and Resetting Message Data
- Exploring Eleven Labs API Documentation
- Implementing Rachel’s Human-Like Voice
- Preparing the Frontend and Troubleshooting
Module 5 - Frontend - React Web Application
- Structuring the Controller Component
- Title Component - Part I: Reset Function and Part II: Rendering Completion
- Building the Controller Recorder Container
- Adding Audio Recording Functionality
- Animating the Record Icon
- Playing Back Audio and Encoding Blobs
- Introducing Hello Rachel
- Full User Interaction and Enhancements
- Final Adjustments for Production Readiness
