Open-source framework and research community for building and studying large-scale multi-agent AI systems.
What it does
CAMEL-AI is an open-source community and framework for multi-agent systems, installable via pip. It supports building agent workforces with roles and long-horizon tasks, connecting interaction logs to reinforcement learning, and underpins research projects like OWL, OASIS and Loong on the scaling laws of agents.
Core features
Open-source multi-agent framework (pip install)
Agent workforce with roles and hierarchies
Toolkit for messaging, planning and evaluation
RL and fine-tuning loop integration
Research benchmarks and datasets
Best for
→Build multi-agent applications
→Run agent-based simulations and research
→Generate synthetic data with agents