# The fastest path from idea to deployed agent.

The open-source multi-agent framework built by the creators of AutoGen. Backed by research and ready for production.

50k+ GitHub Stars  
20k+ Developers

## Deploy Any Agent in 60 Seconds

Intelligent, composable agents that collaborate through shared context.

```python
pip install ag2[openai]
```

```python
from autogen import ConversableAgent, LLMConfig

coding_agent = ConversableAgent("coding_agent", llm_config=LLMConfig(config_list={"model": "gpt-5-nano"}))

response = coding_agent.run(message="Write a Python function to calculate fibonacci and when you're done say 'TERMINATE'.")

response.process()
```

## Key Capabilities

### Everything You Need to Build Agents

01

### Agent Orchestration
Specialized agents that work together. Define roles, share context, validate outputs.

02

### Conversation Patterns
Group chat, supervisor, round-robin, auto-selection. Or define your own.

03

### Human in the Loop
Observable reasoning. Intervention points. Context-aware handoffs.

## Ecosystem

### Built for Interoperability

AG2 provides native support and integration with leading agent protocols and standards, enabling your agents to connect with the broader ecosystem.

**AGNTCY**  
Open standard for agent interoperability. Build agents that can communicate and collaborate across frameworks.

**A2A Protocol**  
Agent-to-Agent communication protocol. Enable seamless message passing and coordination between agents.

## Resources

### Documentation  
API reference, comprehensive guides, and best practices for building production-ready agents.

### Examples & Templates  
Ready-to-run agent patterns

### Blog & Deep Dives  
Technical tutorials and architecture guides

### Releases  
Version history and changelog

### Roadmap  
Upcoming features and plans

### Quick Start Tutorials  
Step-by-step learning paths

## Research

### Research-Backed, Production-Proven
Built on AutoGen's research foundation. Powering published research at leading universities.

### Frequently asked questions
- How do I install AG2?
- Is AG2 compatible with AutoGen code?
- What LLM providers does AG2 support?
- What agent communication protocols does AG2 support?

## Build Agents with AG2
Get early access and shape the future of multi-agent systems with us.