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+# 📎ComfyUI-CrewAI 
+
+This project integrates CrewAI's multi-agent collaboration framework into the ComfyUI environment, combining the robust capabilities of CrewAI's role-based AI agent system with ComfyUI's intuitive drag-and-drop interface. The goal is to create a platform that simplifies the management and execution of complex AI tasks.
+
+## About CrewAI
+
+[CrewAI](https://www.crewai.com/) is an advanced framework that facilitates the collaboration of AI agents. It enables agents to assume specific roles, share common objectives, and function as a cohesive unit. This setup is ideal for building smart assistant platforms, automated customer service systems, and multi-agent research teams.
+
+![How CrewAI works diagram](./docs/crewai.png)
+
+### Key Features
+- **Role-Based Agent Design:** Customize agents with specific roles, goals, and tools.
+- **Autonomous Inter-Agent Delegation:** Agents can delegate tasks and request assistance from peers.
+- **Flexible Task Management:** Define and dynamically assign tasks to agents.
+- **Integration with Various LLMs:** Supports local and remote language models like OpenAI, Mistral, and others.
+- **Sequential and Hierarchical Processes:** Offers structured task execution models.
+
+## Integration with ComfyUI
+
+Integrating CrewAI with ComfyUI provides a powerful, user-friendly interface for prototyping and deploying AI agent workflows. ComfyUI's drag-and-drop system makes it easy to design and visualize complex multi-agent tasks.
+
+### Benefits of Integration
+- **Streamlined Workflow Design:** Easily create and manage AI workflows.
+- **Enhanced Collaboration:** Leverage CrewAI's collaborative AI capabilities.
+- **Seamless Model Integration:** Support for various LLMs, including local models via Ollama.
+- **Scalable and Flexible:** Ideal for prototyping and scaling AI solutions.
+
+## How It Works
+
+1. **Create Agents:** Define agents with specific roles and backstories.
+2. **Define Tasks:** Set tasks with clear descriptions and expected outputs.
+3. **Setup the Crew:** Use the Crew node to manage agents and tasks, choose the execution process (sequential or hierarchical).
+4. **Run and Monitor:** Execute the workflow and monitor progress through verbose logging. Adjust settings and parameters to optimize performance.
+
+## Installation 🛠️
+
+**Easy Install (Coming Soon)**: Use the ComfyUI Manager to automate the installation process.
+
+**Manual Install**:
+1. Clone the repository into the custom_nodes directory:
+    ```bash
+    git clone https://github.com/yourusername/ComfyUI-CrewAI.git
+    ```
+2. Install the requirements (ensure your virtual environment is activated if using one):
+    ```bash
+    pip install -r requirements.txt
+    ```
+
+## Current Nodes
+- **Agent Node:** Defines an agent with a specific role and goal.
+  - *Usage:* Customize the agent by setting attributes such as role, goal, backstory, and tools.
+- **Task Node:** Specifies a task for an agent to perform.
+  - *Usage:* Define the task description, expected output, and assign it to an agent.
+- **Crew Node:** Manages a group of agents and tasks, coordinating their execution.
+  - *Usage:* Set up the crew with defined agents and tasks, and choose the process type (sequential or hierarchical).
+
+## Coming Soon
+- **LLM Node:** Supports custom language models, including local models via Ollama.
+- **Text Import Node**
+- **Text Export Node**
+
+## Contributing 🤝
+
+Contributions are welcome! Please read the [contributing guidelines](CONTRIBUTING.md) first.
+
+## License 📄
+
+This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
+
+## Acknowledgements
+
+Special thanks to the developers of [ComfyUI](https://github.com/comfyanonymous/ComfyUI) and [CrewAI](https://github.com/CrewAI) for their amazing tools.
+
+---
+
+Feel free to suggest improvements or report issues [here](https://github.com/yourusername/ComfyUI-CrewAI/issues).