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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-agents-with-dify/
课程评论：没有评论
课程名称：无代码AI代理构建 - 使用Dify构建无代码AI代理 课程概述： 在AI应用程序开发上，Dify使整个过程变得简单易行。本课程旨在教授如何利用Dify的无代码平台，轻松创建AI聊天机器人、AI代理、AI文本生成器及自动化工作流，且无需处理安全性、托管或API管理等棘手问题。你将学习如何构建提示、管理知识库并连接大语言模型（LLMs），以提升AI应用的智能水平。完成课程后，学员将能够构建并发布完整功能的AI应用程序（代理、聊天机器人、工作流等），并灵活运用Dify的直观界面轻松创建应用。 Dify及其优势： Dify是一个无代码、开源的平台，专注于构建AI应用（包括AI代理、工作流、聊天机器人等）。传统的AI应用开发常常涉及编码、基础设施管理和技术专长，而Dify打破了这些壁垒，使开发者可以专注于构建功能性AI应用，而无需编写代码。Dify在GitHub上的星标近100K，表明其是一个有用且维护良好的平台，也是开源的。 课程内容及学习目标： 这门课程提供了一个逐步指南，帮助你掌握Dify。无论你希望构建聊天机器人、自动化工具、AI代理或内容生成器，你将学习如何： 1. 使用Dify的无代码界面构建AI应用。 2. 集成大语言模型（LLMs）以实现更智能的AI生成响应。 3. 管理知识库以提高应用准确性。 4. 创建聊天机器人、AI代理、生成器和自动化工作流。 5. 结合工具增强AI代理的能力。 6. 利用Dify的内置工具发布和监控你的AI应用。 课程特点： - 完整指南：本课程是100%从头到尾的全方位学习，包含超过4小时的教学内容。 - 完全指导：课程内容不仅包括重要概念，还提供实际操作，以巩固学习。 - 逐步教学：每个概念逐一解析，帮助你更全面地掌握Dify。 - 教师响应：在课程中，如有任何问题，教师将随时提供支持。 课程大纲： 1. 课程介绍 - 了解Dify及其AI代理创建的关键组成部分。 2. 生成AI/大语言模型/代理基础 - 理解生成AI和大语言模型的功能和局限性。 3. 环境搭建 - 设置Dify账户，熟悉界面和开发环境。 4. 构建你的第一个生成AI/大语言模型应用/代理 - 分步指导构建不同的AI应用。 5. 组件 - 模型 - 探索多种AI模型，调试和优化模型参数。 6. 组件 - 工具 - 学习如何增强AI代理并有效管理参数。 7. 组件 - 知识 - 开发知识库和结构化AI记忆。 8. 组件 - 发布 - 理解如何发布AI应用并进行监控。 9. 课程总结与认证 - 总结关键学习并获得证书。 如果你想学习如何使用Dify构建AI应用和代理，从而提升生产力，那么这门课程非常适合你。期待你加入课程并顺利获得证书！
Building AI-powered applications doesn't have to be complicated. Dify makes it easy. No coding, no infrastructure headaches-just a straightforward way to build powerful AI applications that integrate with LLMs and automate workflows.This course teaches you how to use Dify's no-code platform to create AI chatbots, AI agents, AI text generators, and AI automated workflows without dealing with security, hosting, or API management. You'll learn how to structure prompts, manage knowledge bases, and connect LLMs to make your AI apps smarter.By the end of this course, you'll be able to build and publish fully functional AI applications (agents, chatbots, workflows, and more) while leveraging Dify's intuitive no-code interface to create apps effortlessly.What's Dify and Why Dify?Dify is a no-code open-sourced platform to build AI Apps (which includes AI Agents, AI Workflows, AI Chatbots, and more). Creating AI applications used to be hard. It requires coding, infrastructure management, and deep technical expertise-but Dify removes these barriers. Instead of worrying about architecture, Dify lets you focus on building functional AI applications that get the job done without a single code.Dify has almost 100K stars on GitHub, making it a useful and well-maintained platform, plus it's open-source!What is this course all about and what will you learn?This course is your step-by-step guide to mastering Dify. Whether you want to build chatbots, automation tools, AI agents, or content generators, you'll learn how to:Use Dify's no-code interface to structure AI-powered appsIntegrate LLMs for smarter AI-generated responsesManage knowledge bases to improve app accuracyCreate chatbots, AI agents, generators, and automation workflowsIntegrate tools into your AI Agents to give them superpowersPublish and monitor your AI apps with Dify's built-in toolsThis course is hands-on, practical, and focused on real-world AI solutions, making AI app development simple and accessible to everyone without programming.Why choose this course?Complete guide - this is the 100% start to finish, zero to hero, basic to advanced guide on Dify. There is no other course like it that teaches you everything from start to finish. It contains over 4 hours of instructional content!Fully instructional - we not only go through important concepts, but also apply them as we are building our application so that we can solidify them. This is not only a walkthrough of the all the features and theoretical concepts, but a course that actually uses real-life examples and integrates workflows with you.Step by step - we go through every single concept one-by-one. This improves your probabilities of learning Dify fully rather than going haphazardly through each feature.Teacher response - if there's anything else you would like to learn, or if there's something you cannot figure out, I'm here for you! Look at the ways to reach out video.Course OverviewIntroduction - Learn what Dify is, its key components for AI agents' creation, and the overall course roadmap.GenAI / LLM / Agents Primer - Understand Generative AI and Large Language Models (LLMs), their limitations, and how they function within AI agents and workflows.Environment Setup - Setup your Dify account, explore the interface, and get familiar with the development environment.Build Your First GenAI / LLM App / Agent - Step-by-step guide to building different AI applications, including text generators, chatbots, AI agents, chatflows, and automated workflows.Components - Models - Explore various AI models, debug multiple models, adjust parameters for optimization, and integrate AI vision capabilities.Components - Tools - Learn how tools enhance AI agents, manage parameters effectively, integrate multiple tools, and create custom AI-powered tools.Components - Knowledge - Develop knowledge bases, structure AI memory using chunking strategies, and refine retrieval methods for improved responses.Components - Publishing - Understand how to publish AI applications, embed them into external platforms, utilize APIs, and monitor performance with logs and analytics.Conclusion & Certification - Wrap up key learnings and earn certification upon completion.If you want to learn how to improve your productivity by building AI Apps and Agents without coding using Dify, then this is the course for you. We're looking forward to having you in the course and hope you earn the certificate
