ChatGPT Voice Chatbot Development with React and FastAPI Practice Exam
ChatGPT Voice Chatbot Development with React and FastAPI Practice Exam
About ChatGPT Voice Chatbot Development with React and FastAPI Exam
This exam evaluates your proficiency in developing and deploying a ChatGPT-powered voice chatbot using React for the front-end and FastAPI for the back-end. It tests your ability to integrate the capabilities of ChatGPT into a voice-enabled user interface, design responsive and interactive web components, and create a robust API for real-time communication. The exam covers essential topics such as voice interaction processing, ChatGPT integration, API development with FastAPI, and React-based user interface design. You will also be assessed on your knowledge of deploying the chatbot in a production environment and ensuring its scalability and performance.
Skills Required
Candidates should have a solid understanding of:
- Proficiency in building dynamic, responsive front-end components and integrating them with APIs.
- Experience with creating and managing back-end services using FastAPI for building scalable and fast APIs.
- Knowledge of how to integrate OpenAI’s ChatGPT API with a chatbot interface, specifically for voice interactions.
- Strong understanding of HTML, CSS, and JavaScript, as well as how to connect front-end and back-end systems.
- Familiarity with voice processing technologies such as Web Speech API or third-party libraries for voice recognition and synthesis.
- Skills in deploying web applications and APIs to production environments, ensuring scalability and optimal performance.
Who should take the Exam?
This exam is ideal for:
- Developers with experience in both front-end (React) and back-end (FastAPI) technologies who want to expand their expertise in integrating AI-powered voice chatbots.
- Individuals passionate about building intelligent, voice-enabled applications using OpenAI’s ChatGPT.
- Web Developers and Software Engineers
- Technical Leaders
- AI Product Developers
Course Outline
The ChatGPT Voice Chatbot Development with React and FastAPI Exam covers the following topics -
Domain 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
Domain 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
Domain 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
Domain 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
Domain 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
