ChatGPT Voice-Powered Chatbot Build with React and FastAPI
Offered By: Packt via Coursera
Course Description
Overview
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This course helps you harness ChatGPT to create a lifelike voice assistant or sales chatbot fluent in any language, showcasing Eleven Labs and ChatGPT AI technology.
- You’ll set up your development environment, learn web development basics, and create a simple UI. The course dives into backend development, AI integration, and building core chatbot functionality.
- You'll integrate ChatGPT for smooth conversational flow, build the frontend with audio capabilities, and explore prompt engineering and use cases.
- You'll learn to create realistic chatbots with various personas, implement ChatGPT and Eleven Labs AI, and understand full-stack development with React and FastAPI.
By course end, you'll build a fully functional voice assistant or sales chatbot, gaining web development, AI, and tech integration experience. Ideal for developers with JavaScript and React knowledge, the course assumes familiarity with front-end and back-end development, REST APIs, and HTTP requests.
Syllabus
- Introduction and Resources
- In this module, we will introduce you to the course, outlining what you can expect to learn and achieve. You will get to know your instructor, understand the overall structure and flow of the course, and become familiar with the resources and tools we will use throughout the journey.
- Extra: (Optional) - React Crash Course
- In this module, we will dive into the essentials of React development. You will learn to set up a new project, create and style components, and handle state management and side effects using hooks. This crash course will provide a solid foundation for building interactive and responsive web applications with React.
- Environment Setup - Frontend and Backend
- In this module, we will prepare our development environment for both frontend and backend. You will learn to install and configure essential tools and plugins, organize your project files effectively, and ensure you have the correct versions of Python and Node. Additionally, you will set up environment variables to manage sensitive data securely.
- Backend Build - Working with AI
- In this module, we will focus on building the backend of our chatbot application. You will learn to set up and initialize the backend server, create endpoints for voice and chatbot interactions, and integrate AI technologies to enable voice-to-text conversion and generate human-like responses. We will also explore prompt engineering techniques for improving chatbot interactions.
- Frontend - React Web Application
- In this module, we will develop the frontend of our chatbot application using React. You will learn to structure and implement various components, including those for audio recording and playback. Additionally, you will integrate the backend features, such as voice recognition and chatbot responses, to create a seamless user experience.
- Next Steps
- In this module, we will discuss the future directions and enhancements for your AI voice assistant. You will learn advanced techniques for improving chatbot interactions, explore different use cases and industries where your application can be applied, and identify next steps to continue developing and refining your project.
Taught by
Packt - Course Instructors
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