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所在平台: Udemy |
课程主页: https://www.udemy.com/course/chatbuddy-ai-app-build-with-js-react-native-hugging-face/
课程评论：没有评论
**课程名称：** ChatBuddy AI 应用：使用 JS、React Native 和 Hugging Face 构建 **课程概述：** 本课程是一项实践性课程，旨在教授学员如何构建 ChatBuddy AI 应用——一个跨平台的 AI 聊天应用程序。您将学习如何集成 Hugging Face 的无服务器推理 API，使用 Node.js 作为后端，React Native 进行移动开发，以及构建 Google Chrome 扩展程序。课程将从 Hugging Face 推理端点（无服务器）的免费套餐开始，并介绍如何扩展到 Pro（用于试点）或专用端点以用于生产环境。 ChatBuddy AI 应用允许用户与 AI 助手进行聊天。AI 模型来自 Hugging Face Hub，通过推理 API 端点（无服务器）提供。用户可以选择不同的模型，设置配置参数，并维护聊天记录。本课程涵盖前端和后端开发，确保您对整个开发过程有全面的了解。 **您将学到：** * **理解 Hugging Face 推理端点：** 了解 Hugging Face 的变革性 AI 技术以及如何利用其推理端点进行 AI 集成。 * **使用 Node.js 进行后端开发：** 使用 Node.js 构建强大的后端，管理 API 请求，并有效维护聊天历史记录。 * **用于 Web 和 Chrome 扩展程序的前端开发：** 创建一个交互式网页与 AI 模型进行通信，并将该网页嵌入 Google Chrome 扩展程序中。 * **使用 React Native 和 Expo 进行移动应用开发：** 使用 Expo 框架为 Android 和 iOS 开发 React Native 应用，无缝集成聊天界面。 **先修要求：** * 熟练掌握 JavaScript：这是前端和后端开发的基础。 * 了解 REST API 和 Postman：对 REST API 有基本认识，并熟悉 Postman 的基本用法。 * 掌握基础 HTML 和 CSS：具备开发和样式化网页的基础知识。 * 了解 React Native：具备一些 React Native 的基础知识会更有帮助。 * 免费 Hugging Face 账户：用于访问推理端点。 * 免费 Expo Framework 账户：用于使用 React Native 开发移动应用程序。 * 手机或模拟器用于测试：需要有智能手机或模拟器来测试移动应用程序。 **适合人群：** * **Web 开发者：** 为您的 Web 项目增添 AI 功能。 * **移动开发者：** 将 AI 功能集成到您的 Android 和 iOS 应用中。 * **机器学习工程师：** 将您的 AI 模型应用于真实的软件应用程序。 * **软件工程师：** 通过将 AI 集成到您的开发工具包中来扩展您的技能。 * **科技爱好者和业余爱好者：** 在各种应用中尝试 AI 集成。 * **学生和学者：** 了解 AI 在软件开发中的实际应用。 **课程目标：** 完成本课程后，您将掌握构建和部署 AI 驱动聊天应用程序的技能和知识，将前沿 AI 模型集成到 Web 和移动环境中。准备好转变您的开发能力，创造智能、互动的应用程序！
Join this hands-on Udemy course to master building the ChatBuddy AI app-a cross-platform AI chat application. Learn to integrate Hugging Face's serverless Inference APIs, using Node.js for the backend and React Native for mobile development, as well as building a Google Chrome Extension. Start with the Hugging Face Inference Endpoint (Serverless) free tier and learn how to scale to Pro (for pilot) or a dedicated endpoint for production use.The app allows the user to chat with an AI assistant. The AI models are from the Hugging Face hub using the Inference API Endpoints (Serverless). Users can select between various models, set configuration parameters, and maintain chat history. The course covers both the frontend and backend development, ensuring you have a comprehensive understanding of the entire development process.What You'll Learn:Understand Hugging Face Inference Endpoints: Learn about Hugging Face's transformative AI technology and how to utilize their Inference Endpoints for AI integration.Backend Development with Node.js: Build a robust backend using Node.js, manage API requests, and maintain chat history effectively.Frontend Development for Web and Chrome Extension: Create an interactive webpage to communicate with the AI models, and embed this webpage into a Google Chrome extension.Mobile App Development with React Native and Expo: Use the Expo framework to develop a React Native app for Android and iOS, integrating the chat interface seamlessly.Requirements:Good Command of JavaScript: Essential for both frontend and backend development.Basic Knowledge of REST APIs and Postman: General understanding of REST APIs and basic usage of Postman for testing endpoints.General HTML and CSS: Basic knowledge for developing and styling the webpage.Basic Knowledge of React Native: Some familiarity with React Native is beneficial.Free Hugging Face Account: Required for accessing the Inference Endpoints.Free Expo Framework Account: Needed for developing the mobile application with React Native.Phone or Emulator for Testing: Access to a smartphone or an emulator for testing the mobile application.Who This Course is For:Web Developers: Enhance your web projects with AI capabilities.Mobile Developers: Integrate AI functionalities into your Android and iOS apps.Machine Learning Engineers: Apply your AI models in real-world software applications.Software Engineers: Expand your skill set by incorporating AI into your development toolkit.Tech Enthusiasts and Hobbyists: Experiment with AI integration in various applications.Students and Academics: Understand practical applications of AI in software development.By the end of this course, you will have the skills and knowledge to build and deploy an AI-powered chat application, integrating cutting-edge AI models into both web and mobile environments. Get ready to transform your development capabilities and create intelligent, interactive applications!
