Mastering AutoGen: Building Multi-Agent Systems [NEW]

سرفصل های دوره

Mastering Multi-Agent Systems for Research Automation and Visualization with AutoGen

1. Introduction

1. Introduction

2. Course Structure and OpenAI Account Setup

2. Development Environment Setup

1. Setup OpenAI API Key

2. Python Installation - Instructions

3. Download Course Source Code

1. Download course source code and resources.html

4. OPTIONAL - Agents Crash Course

1. Agents Crash Course

2. Agents Characteristics & Use Cases

5. AutoGen Deep Dive

1. AutoGen Overview and Building Blocks and Key Features

2. Hands-on - Create our First AutoGen Agent

3. AutoGen Building Blocks & Multi-Agent Conversations Agent Types - Deep Overview

4. UserProxyAgent and AssistantAgent - Chat

5. Multi-Agent Conversation Framework Flow - Diagram Overview and Explanations

6. Code Executors in AutoGen - Local and Docker

7. Hands-on - Simple Code Executor to Plot a Graph

8. Adding Human Input to Get Different Plottings

9. UserProxyAgent and AssistantAgent Inherite from ConversableAgent

10. Best Practices - UserProxyAgent and AssistantAgent

11. Human Feedback in Agents - Full Overview

12. Summary

6. Hands-on Human Input Modes

1. Human Input Modes - Overview

2. Hands-on - NEVER Human Input Mode

3. Hands-on - ALWAYS Human Input Mode

4. TERMINATE - Human Input Mode

5. LLM Caching - Overview

7. AutoGen and Tools

1. AutoGen and Tools - Overview

2. Hands-on - AutoGen Simple tool - Add and Multiply Numbers

3. Hands-on - Travel Advice Agents with Tools - Real world Use Case - 1

4. Hands-on - Travel Planner Agents Workflow - Real world Use case - 2

5. Summary

8. AutoGen Conversation Patterns

1. Conversation Patterns & Two-Agent Chat - Overview

2. Hands-on - Two-Agent Conversation Deep Dive - The initiate chat method

3. Sequential Chats - Overview

4. Hands-on - Sequential Chat

5. GroupChat and GroupChatManager Overview

6. Hands-on - GroupChat Agents in Action

7. Hands-on - Adding GroupChat into Sequential Chat

8. Nested Chat

9. Hands-on - Nested Chats - Writer Assistant and Critic

10. Summary

9. Hands-on - Real World Use Cases

1. Customer Service Automation Use Case

2. Financial Report Writer Use Case

3. Research Paper Automation User Case

10. Wrap up and Next Steps

1. Wrap up and Next Steps

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تولید کننده: Udemy