Packt
Mastering Multi-Agent Development with AutoGen
Packt

Mastering Multi-Agent Development with AutoGen

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深入了解一个主题并学习基础知识。
4.0

(22 条评论)

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。
4.0

(22 条评论)

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

  • Design and develop multi-agent systems using AutoGen's features and frameworks.

  • Configure human input modes and implement tools for real-world applications.

  • Optimize agent communication using sequential, group, and nested chat patterns.

  • Apply AutoGen to automate workflows, including customer service and report writing.

要了解的详细信息

可分享的证书

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作业

9 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

积累特定领域的专业知识

本课程是 AI Agents with LangGraph, Semantic Kernel, and AutoGen 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有9个模块

In this module, we will lay the groundwork for your journey into multi-agent system development with AutoGen. We will introduce the basic principles, tools, and context necessary to understand the significance and potential of these systems in real-world applications.

涵盖的内容

1个视频2篇阅读材料

In this module, we will guide you through setting up the essential tools and environment required for working with AutoGen. From configuring your OpenAI API key and setting up your Python installation to organizing your workspace, this module ensures you are ready for a smooth development experience.

涵盖的内容

3个视频1个作业1个插件

In this module, we will provide an in-depth crash course on agents, covering their definitions, characteristics, and practical applications. This optional section is designed to give you a strong theoretical foundation and insights into the pivotal role agents play in multi-agent systems.

涵盖的内容

3个视频1个作业1个插件

In this module, we will delve deep into AutoGen, starting with its core concepts and progressing to hands-on implementation. You will learn how to create agents, execute code, and design multi-agent conversation frameworks. Through practical exercises and theoretical insights, this module equips you with the expertise needed to master AutoGen’s advanced capabilities.

涵盖的内容

12个视频1个作业1个插件

In this module, we will explore the human input modes within AutoGen, enabling you to configure agents for different levels of user intervention. Through practical exercises, you will learn to apply these modes effectively and understand the benefits of LLM caching for enhancing agent efficiency.

涵盖的内容

5个视频1个作业1个插件

In this module, we will explore the power of tools in AutoGen to extend agent capabilities. Through hands-on exercises, you will learn to build and deploy tools for both simple operations and complex workflows, including real-world use cases like travel advice and planning.

涵盖的内容

5个视频1个作业1个插件

In this module, we will dive into the rich conversation patterns available in AutoGen, ranging from two-agent interactions to nested and group chats. With hands-on exercises and practical examples, you will gain proficiency in configuring and orchestrating complex conversational scenarios to meet diverse use-case requirements.

涵盖的内容

10个视频1个作业1个插件

In this module, we will apply AutoGen to real-world scenarios, showcasing its versatility and practical impact. Through guided exercises, you will design and implement agents tailored for customer service, financial reporting, and academic research, building confidence in tackling complex tasks using AutoGen.

涵盖的内容

3个视频1个作业1个插件

In this module, we will conclude the course by revisiting the major takeaways and outlining actionable next steps. You’ll gain insights into how to continue your journey, explore advanced topics, and confidently apply what you’ve learned in your professional or personal projects.

涵盖的内容

1个视频1篇阅读材料2个作业

获得职业证书

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4.1 (8个评价)
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