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所在平台: Udemy |
课程主页: https://www.udemy.com/course/building-autonomous-apps-with-ai-agents-from-scratch/
课程评论：没有评论
课程名称：从零开始掌握自主应用程序开发 - 实操课程 课程概述： 本课程“从零开始使用AI代理构建自主应用程序”旨在为开发人员解锁自主应用程序的潜力，专为希望掌握无框架软件创建艺术的开发者设计。这意味着，不依赖任何第三方库！学习开发不仅能够执行任务，还能够实时理解和适应用户需求的自主系统。您将深入了解诸如AutoGPT、Anthropic's Compute和Devin AI等变革性应用程序的底层技术，以及CrewAI、LangChain和LlamaIndex等自主框架。 学习内容： - **无框架开发**：从基础知识开始，逐步提升到从零开始构建复杂的自主应用程序，全面理解各组件的内部工作原理，并学习如何有效优化算法。 - **探索前沿模型和应用**：理解变革性应用程序背后的底层技术，包括AutoGPT、Anthropic's Compute和Devin AI，以及自主框架，如CrewAI、LangChain和LlamaIndex。 - **ReAct提示方法论**：深入了解ReAct提示，它是一种将推理与行动相结合的协同方法，学习它如何在AI代理工作流中自发执行多个基于用户输入的任务。 - **高级提示工程**：掌握制作提示的关键技能，以引导AI模型提供最佳的、上下文感知的响应，这对于复杂推理和用户互动至关重要。 - **互动代码实操课程**：参与每个模块中的详细实时编码教程，允许直接应用所学概念和技术。这种实践方式确保您巩固理解并提升编码能力。 - **顶点项目**：通过开发一个自主航空客服应用程序来应用所学知识。这个最终项目将展示您创建复杂、互动式AI系统的能力，既创新又实用。 课程收益： 完成本课程后，您将不仅理解创建自主AI应用程序的理论方面，还将拥有开发最先进智能系统所需的实操经验。您将掌握创建不仅自主运行，还能真正与用户互动和理解用户的应用程序的技能。 适合对象： 此课程非常适合对AI代理开发感兴趣的开发人员和软件工程师，以及那些希望引领下一代智能应用程序的先锋。
Unlock the potential of autonomous applications with our groundbreaking course, "Building Autonomous Apps using AI Agents from Scratch." Tailored for developers looking to master the art of agentic software creation without relying on frameworks. That is correct. no third party libraries! Learn to develop autonomous systems that not only perform tasks but understand and adapt to user needs in real-timeIn this course, you will understand the underlying technologies behind transformative applications like AutoGPT, Anthropic's Compute, and Devin AI, along with agentic frameworks including CrewAI, LangChain, and LlamaIndex.This course offers a deep dive into the mechanics of building intelligent apps from the ground up. Learn to develop autonomous systems that not only perform tasks but understand and adapt to user needs in real-time.What You Will Learn:• Framework-Free Development: Start with the basics and advance to building complex autonomous applications entirely from scratch. Gain a comprehensive understanding of the internal workings of each component and learn how to optimize algorithms effectively.• Explore Cutting-Edge Models and Applications: Understand the underlying technologies behind transformative applications like AutoGPT, Anthropic's Compute, and Devin AI, along with agentic frameworks including CrewAI, LangChain, and LlamaIndex.• The ReAct Prompt Methodology: Delve into the ReAct prompt-a synergistic approach combining reasoning and action in language models. Learn how it integrates within AI agent workflows to autonomously perform multiple tasks based on user inputs.• Advanced Prompt Engineering: Master the crucial skill of crafting prompts that direct AI models to provide optimal, context-aware responses, essential for complex reasoning and user interactions.• Interactive Code-Along Sessions: Engage in detailed, real-time coding tutorials throughout each module, allowing for immediate application of concepts and techniques. This hands-on approach ensures you solidify your understanding and enhance your coding proficiency.• Capstone Project: Apply everything you've learned by developing an autonomous airline customer service application. This final project will showcase your ability to create sophisticated, interactive AI systems that are both innovative and practical.Course Benefits:By the end of this course, you will not only understand the theoretical aspects of creating autonomous AI applications but will also possess the hands-on experience needed to develop state-of-the-art intelligent systems. You'll emerge with the skills to create apps that not only function autonomously but also truly engage with and understand user interactions.Who Should Enroll:This course is ideal for developers and software engineers curious about AI agent development and those aspiring to pioneer the next generation of intelligent applications.
