Packt

ChatGPT Voice-Powered Chatbot Build with React and FastAPI

Packt

ChatGPT Voice-Powered Chatbot Build with React and FastAPI

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深入了解一个主题并学习基础知识。
中级 等级

推荐体验

8 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

8 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • 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.

要了解的详细信息

可分享的证书

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作业

8 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有6个模块

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.

涵盖的内容

10个视频1篇阅读材料1个作业

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.

涵盖的内容

13个视频1个作业

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.

涵盖的内容

7个视频1篇阅读材料1个作业

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.

涵盖的内容

10个视频1个作业

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.

涵盖的内容

10个视频1个作业

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.

涵盖的内容

2个视频3个作业

位教师

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