Camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://w
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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
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CAMEL Framework Design Principles
🧬 Evolvability
Don't lose this
Three weeks from now, you'll want Camel again. Will you remember where to find it?
Save it to your library and the next time you need Camel, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://w. Best for anyone looking to make their AI assistant more capable in design & media. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
Heads up: this needs an API key to work. You'll get one from the service's website (usually free). The setup guide tells you exactly where.
What's New
Imported from GitHub
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