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.
ChatGPT Voice-Powered Chatbot Build with React and FastAPI
ChatGPT Voice-Powered Chatbot Build with React and FastAPI
Instructor: Packt - Course Instructors
Included with 
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Identify and recall the essential steps for setting up FastAPI and React.
Break down the process of converting speech to text and its application in a chatbot.
Integrate ChatGPT and Eleven Labs AI into your applications.
Develop and style a responsive frontend interface, and enhance chatbot functionality with advanced prompt engineering.
Details to know
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Assessments
7 assignments
Taught in English
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There are 6 modules in this course
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.
What's included
10 videos1 reading1 assignment
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.
What's included
13 videos1 assignment
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.
What's included
7 videos1 reading1 assignment
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.
What's included
10 videos1 assignment
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.
What's included
10 videos1 assignment
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.
What's included
2 videos2 assignments
Instructor
Offered by
Recommended if you're interested in Mobile and Web Development
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.