AutoGen
Multi-agent framework by Microsoft — build AI agents that talk to each other to solve tasks
4.3/ 559,708 GitHub starsPythonMIT
⚡ TL;DR
What
Multi-agent framework by Microsoft — build AI agents that talk to each other to solve tasks
Who
Developers building multi-agent systems, Teams wanting agent collaboration, Researchers in AI agent coordination
Catch
Complex setup
Verdict
⭐⭐⭐⭐ Essential
🎯 The Problem It Solves
You want to build AI applications where multiple agents collaborate (one researcher, one coder, one reviewer) but need a framework that handles agent communication. AutoGen provides the multi-agent scaffolding.
🔧 How It Works
AutoGen is a Python framework for building multi-agent systems. Define agents with different roles, and AutoGen handles their communication, task delegation, and result aggregation. Agents can use tools, code execution, and LLMs.
🚀 Installation & Quick Start
Installation
pip install pyautogenQuick Start
- pip install pyautogen
- Define agents with roles
- Create a group chat
- Let agents collaborate on tasks
✅ Pros
- •Best multi-agent framework
- •Microsoft backing
- •Flexible agent roles
- •Active development
- •Free and open-source
❌ Cons
- •Complex setup
- •Documentation gaps
- •Some features experimental
💬 Practitioner Verdict
"AutoGen is the most capable multi-agent framework. The Microsoft backing and flexible agent architecture make it the go-to for complex multi-agent applications."
— AI RepoIndex, Security Reviewer
📊 Specifications
- Language
- Python
- License
- MIT
- Platform
- Linux, macOS, Windows
- Kill Chain
- None
💰 Pricing Reality
Completely free (MIT). No paid tiers.
👥 Community Health
Stars59,708
Forks7,463
Contributors1194
Health Score8.5/10
🏷️ Tags
Open SourceAgentAPI Compatible