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It enables developers to define agents with specific roles, goals, and backstories, then assemble them into crews that collaborate on complex tasks through sequential or parallel workflows.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- npx skills add crewaiinc/skills\n- uv pip install crewai\n- uv pip install 'crewai[tools]'\n- Make sure you find any interesting and relevant information given\n\nRequirements and caveats from upstream:\n- CrewAI is a lean, lightning-fast Python framework built entirely from scratch—completely **independent of LangChain or other agent frameworks**.\n- CrewAI AMP Suite is a comprehensive bundle tailored for organizations that require secure, scalable, and easy-to-manage agent-driven automation.\n- Clean integration of AI agents with production Python code\n\nBasic usage or getting-started notes:\n- [Getting Started](#getting-started)\n- **High Performance**: Optimized for speed and minimal resource usage, enabling faster execution.\n- [![CrewAI Getting Started Tutorial](https://img.youtube.com/vi/-kSOTtYzgEw/hqdefault.jpg)](https://www.youtube.com/watch?v=-kSOTtYzgEw \"CrewAI Getting Started Tutorial\")\n\n- Source: https://github.com/crewAIInc/crewAI\n- Extracted from upstream docs: https://raw.githubusercontent.com/crewAIInc/crewAI/HEAD/README.md\n\n## Source\n\n- [Agent Skill 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