- 理解Python编程
- 熟悉大型语言模型和提示工程
- 具备API和自动化工作流程的经验
目标受众
- AI工程师
- ML开发者
- 自动化架构师
使用AutoGen构建LLM代理系统是一门实作课程，专注于利用Microsoft的AutoGen框架开发多代理系统，适用于大型语言模型（LLMs）。
这项由讲师主导的培训（线上或线下）针对中级AI与自动化专业人士，旨在帮助他们设计、实现并协调使用AutoGen与Python及LLMs的多代理系统。
培训结束后，参与者将能够：
- 使用AutoGen框架设计多代理架构。
- 配置代理角色、能力与协调行为。
- 使用函数调用与记忆处理进行代理互动。
- 构建并测试基于Python的LLM代理工作流程，适用于实际案例。
课程形式
- 互动式讲座与讨论。
- 大量练习与实践。
- 在实作实验室环境中进行动手操作。
课程定制选项
- 如需为本课程定制培训，请联系我们安排。
LLM Agent Systems 简介
- LLM agents 和多代理架构概念
- AutoGen 框架和生态系统概述
- 代理角色：用户代理、助理、函数调用者等
安装与配置 AutoGen
- 设置 Python 环境和依赖项
- AutoGen 配置文件基础
- 连接 LLM 提供商（OpenAI、Azure、本地模型）
代理设计与角色分配
- 了解代理类型和对话模式
- 定义代理目标、提示和指令
- 基于角色的任务委派和控制流程
函数调用与工具集成
- 注册供代理使用的函数
- 自主和协作函数执行
- 将外部 API 和 Python 脚本连接到代理
对话 Management 与记忆
- 会话跟踪和持久记忆
- 代理间消息传递和令牌处理
- 管理对话上下文和历史记录
端到端代理工作流程
- 构建多步骤协作任务（例如文档分析、代码审查）
- 模拟用户代理对话和决策链
- 调试和优化代理性能
Use Case 与部署
- 内部自动化代理：研究、报告、脚本
- 外部机器人：聊天助理、语音集成
- 在生产环境中打包和部署代理系统
总结与下一步
United Arab Emirates - Building LLM Agent Systems with AutoGen
Qatar - Building LLM Agent Systems with AutoGen
Egypt - Building LLM Agent Systems with AutoGen
Saudi Arabia - Building LLM Agent Systems with AutoGen
South Africa - Building LLM Agent Systems with AutoGen
Brasil - Building LLM Agent Systems with AutoGen
Canada - Building LLM Agent Systems with AutoGen
中国 - Building LLM Agent Systems with AutoGen
香港 - Building LLM Agent Systems with AutoGen
澳門 - Building LLM Agent Systems with AutoGen
台灣 - Building LLM Agent Systems with AutoGen
USA - Building LLM Agent Systems with AutoGen
Österreich - Building LLM Agent Systems with AutoGen
Schweiz - Building LLM Agent Systems with AutoGen
Deutschland - Building LLM Agent Systems with AutoGen
Czech Republic - Building LLM Agent Systems with AutoGen
Denmark - Building LLM Agent Systems with AutoGen
Estonia - Building LLM Agent Systems with AutoGen
Finland - Building LLM Agent Systems with AutoGen
Greece - Building LLM Agent Systems with AutoGen
Magyarország - Building LLM Agent Systems with AutoGen
Ireland - Building LLM Agent Systems with AutoGen
Luxembourg - Building LLM Agent Systems with AutoGen
Latvia - Building LLM Agent Systems with AutoGen
España - Building LLM Agent Systems with AutoGen
Italia - Building LLM Agent Systems with AutoGen
Lithuania - Building LLM Agent Systems with AutoGen
Nederland - Building LLM Agent Systems with AutoGen
Norway - Building LLM Agent Systems with AutoGen
Portugal - Building LLM Agent Systems with AutoGen
România - Building LLM Agent Systems with AutoGen
Sverige - Building LLM Agent Systems with AutoGen
Türkiye - Building LLM Agent Systems with AutoGen
Malta - Building LLM Agent Systems with AutoGen
Belgique - Building LLM Agent Systems with AutoGen
France - Building LLM Agent Systems with AutoGen
日本 - Building LLM Agent Systems with AutoGen
Australia - Building LLM Agent Systems with AutoGen
Malaysia - Building LLM Agent Systems with AutoGen
New Zealand - Building LLM Agent Systems with AutoGen
Philippines - Building LLM Agent Systems with AutoGen
Singapore - Building LLM Agent Systems with AutoGen
Thailand - Building LLM Agent Systems with AutoGen
Vietnam - Building LLM Agent Systems with AutoGen
India - Building LLM Agent Systems with AutoGen
Argentina - Building LLM Agent Systems with AutoGen
Chile - Building LLM Agent Systems with AutoGen
Costa Rica - Building LLM Agent Systems with AutoGen
Ecuador - Building LLM Agent Systems with AutoGen
Guatemala - Building LLM Agent Systems with AutoGen
Colombia - Building LLM Agent Systems with AutoGen
México - Building LLM Agent Systems with AutoGen
Panama - Building LLM Agent Systems with AutoGen
Peru - Building LLM Agent Systems with AutoGen
Uruguay - Building LLM Agent Systems with AutoGen
Venezuela - Building LLM Agent Systems with AutoGen
Polska - Building LLM Agent Systems with AutoGen
United Kingdom - Building LLM Agent Systems with AutoGen
South Korea - Building LLM Agent Systems with AutoGen
Pakistan - Building LLM Agent Systems with AutoGen
Sri Lanka - Building LLM Agent Systems with AutoGen
Bulgaria - Building LLM Agent Systems with AutoGen
Bolivia - Building LLM Agent Systems with AutoGen
Indonesia - Building LLM Agent Systems with AutoGen
Kazakhstan - Building LLM Agent Systems with AutoGen
Moldova - Building LLM Agent Systems with AutoGen
Morocco - Building LLM Agent Systems with AutoGen
Tunisia - Building LLM Agent Systems with AutoGen
Kuwait - Building LLM Agent Systems with AutoGen
Oman - Building LLM Agent Systems with AutoGen
Slovakia - Building LLM Agent Systems with AutoGen
Kenya - Building LLM Agent Systems with AutoGen
Nigeria - Building LLM Agent Systems with AutoGen
Botswana - Building LLM Agent Systems with AutoGen
Slovenia - Building LLM Agent Systems with AutoGen
Croatia - Building LLM Agent Systems with AutoGen
Serbia - Building LLM Agent Systems with AutoGen
Bhutan - Building LLM Agent Systems with AutoGen