📄 中文摘要
该教程展示了如何构建一个多智能体协调系统，模拟一个完整的软件开发团队，包括项目经理、架构师、开发人员、代码审查员和质量保证工程师，协同工作以实现项目构思。使用 AG2（前身为 AutoGen）这一强大的多智能体框架，并结合在 Ollama 或 LM Studio 上运行的本地 LLM，无需云 API 密钥。用户只需描述项目想法，五个 AI 代理将依次分析、设计、实施和审查，最终形成一个全面的、结构化的项目计划。
基于 AG2（Agentic 框架）和本地 LLM 的多智能体协调系统构建
📄 English Summary
Building a Multi-Agent Orchestration System with AG2 (Agentic framework) and Local LLMs
This tutorial demonstrates how to build a multi-agent orchestration system that simulates a complete software development team, including a project manager, architect, developer, code reviewer, and QA engineer, all collaborating on a project idea. It utilizes AG2 (formerly AutoGen), a powerful multi-agent framework, in conjunction with local LLMs running on Ollama or LM Studio, eliminating the need for cloud API keys. Users simply describe their project idea, and five AI agents take turns analyzing, designing, implementing, and reviewing, ultimately creating a comprehensive and structured project plan.