camel
camel-ai/camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
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Install
pip install camelREADME
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Community | Installation | Examples | Paper | Citation | Contributing | CAMEL-AI
🐫 CAMEL is an open-source community dedicated to finding the scaling laws of agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks. To facilitate research in this field, we implement and support various types of agents, tasks, prompts, models, and simulated environments.
Join us (Discord or WeChat) in pushing the boundaries of finding the scaling laws of agents.
🌟 Star CAMEL on GitHub and be instantly notified of new releases.
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Table of contents
- CAMEL Framework Design Principles
- Why Use CAMEL for Your Research?
- What Can You Build With CAMEL?
- Data Generation
- Task Automation
- World Simulation
- Quick Start
- Starting with ChatAgent
- Seeking Help
- Tech Stack
- Research
- Synthetic Datasets
- Cookbooks (Usecases)
- Basic Concepts
- Advanced Features
- Model Training & Data Generation
- Multi-Agent Systems & Applications
- Data Processing
- Real-World Usecases
- 🧱 Built with CAMEL (Real-world Producs & Research)
- Research Projects
- Product Projects
- 🗓️ Events
- Contributing to CAMEL
- Community & Contact
- Citation
- Acknowledgment
- License
CAMEL Framework Design Principles
🧬 Evolvability
The framework enables multi-agent systems to continuously evolve by generating data and interacting with environments. This evolution can be driven by reinforcement learning with verifiable rewards or supervised learning.
📈 Scalability
The framework is designed to support systems with millions of agents, ensuring efficient coordination, communication, and resource