Camel-AI

CAMEL (Conversational Agent Memory and Evolution Loop) is the pioneering open-source multi-agent framework for studying agent communication and cooperation. With 17k+ GitHub stars, CAMEL provides a complete ecosystem for building, training, and deploying multi-agent systems. It supports role-playing agents, task-oriented conversations, data generation, and self-improving agent pipelines. Key features include: (1) Role-playing multi-agent architecture for diverse scenarios, (2) Data generation pipelines (CoT, Self-Instruct, Source2Synth), (3) Multi-agent cooperative task solving, (4) Integration with LLMs like GPT-4, Claude, Gemini, and open-source models, (5) Research-grade agent evaluation and benchmarking tools. Built in Python with MIT/Apache-2.0 licensing.