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https://github.com/LangGraph-GUI/CrewAI-GUI
A Node-Based Frontend for CrewAI: Revolutionizing AI Workflow Creation
https://github.com/LangGraph-GUI/CrewAI-GUI
ai ai-agent ai-agents crewai gui pyside pyside6 pyside6-examples
Last synced: about 1 month ago
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A Node-Based Frontend for CrewAI: Revolutionizing AI Workflow Creation
- Host: GitHub
- URL: https://github.com/LangGraph-GUI/CrewAI-GUI
- Owner: LangGraph-GUI
- License: mit
- Created: 2024-05-18T15:19:59.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-09-05T14:01:57.000Z (4 months ago)
- Last Synced: 2024-11-25T13:42:22.313Z (about 2 months ago)
- Topics: ai, ai-agent, ai-agents, crewai, gui, pyside, pyside6, pyside6-examples
- Language: Python
- Homepage: https://langgraph-gui.github.io/CrewAI-GUI/
- Size: 454 KB
- Stars: 127
- Watchers: 8
- Forks: 14
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
Awesome Lists containing this project
- jimsghstars - LangGraph-GUI/CrewAI-GUI - A Node-Based Frontend for CrewAI: Revolutionizing AI Workflow Creation (Python)
README
# 🤖 CrewAI-GUI
*A Node-Based Frontend for CrewAI: Revolutionizing AI Workflow Creation*
[](https://github.com/LangGraph-GUI/CrewAI-GUI)
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
[Features](#-features) • [Installation](#️-installation) • [Usage](#-usage) • [Build](#️-build) • [Documentation](#-documentation) • [Contributing](#-contributing)
---
## 🌟 Features
CrewAI-GUI empowers you to create sophisticated AI workflows with ease:
- 🖱️ **Intuitive Node-Based Interface**: Design complex AI agent interactions through a user-friendly drag-and-drop interface
- 🔗 **JSON Export**: Seamlessly export your CrewAI designs to JSON, enhancing modularity and reusability
- 🧠 **Flexible AI Backend**: Full support for both GPT-4 API and Ollama, catering to various AI needs
- 💻 **Cross-Platform Compatibility**: Create AI workflows on Windows, Linux, or macOS with equal efficiency
---
## 🎥 Video Introduction
[](https://www.youtube.com/watch?v=P5tkYJ-AgSc)
*Click to watch our comprehensive video guide*
---
## 🛠️ Installation
Frontend GUI
Install the required dependencies:
```bash
pip install PySide6
```
Backend
Install the necessary packages:
For Linux:
```bash
pip install 'crewai[tools]' langchain crewai networkx
```
For Windows:
```bash
pip install crewai[tools] langchain crewai networkx
```
---
## 🚀 Usage
Frontend GUI
Launch the CrewAI-GUI interface:
```bash
python frontend.py
```
Create, manipulate, save, and load Directed Acyclic Graph (DAG) structures for CrewAI as JSON files.
Backend
Run the backend with different configurations:
For GPT-4:
```bash
python backend.py --graph example.json --keys credentials.ini --tee output.log
```
For Ollama (e.g., Mistral):
```bash
python backend.py --graph example.json --llm mistral --tee output.log
```
The backend seamlessly converts JSON files into CrewAI tasks and agents.
---
## 🏗️ Build
Frontend GUI
Create a standalone executable with PyInstaller:
```bash
pip install pyinstaller
cd src
pyinstaller --onefile --additional-hooks-dir=. frontend.py
```
Backend
Package the backend with cx_Freeze:
```bash
pip install cx_Freeze
cd src
python setup-backend.py build
```
---
## 📚 Documentation
Explore CrewAI-GUI in-depth with our comprehensive [GitHub Pages Documentation](https://LangGraph-GUI.github.io/CrewAI-GUI/).
---
## Learn CrewAI
If you want see some example code for CrewAI, you can see [crewai examples](https://github.com/LangGraph-GUI/CrewAI-learn/tree/main/crewAI)
---
## 🧪 Examples
Discover real-world applications of CrewAI-GUI in our [example graph source](https://github.com/LangGraph-GUI/CrewAI-learn/blob/main/crewAI/gpt/agents.py).
---
## ⚠️ Limitations
- 🔒 The current version supports a limited set of node types and slots
- 🚧 Some advanced CrewAI variables and features are planned for future releases
---
## 🤝 Contributing
We welcome contributions to CrewAI-GUI! Please refer to our [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines on:
- Submitting pull requests
- Reporting issues
- Requesting new features
Join our community and help shape the future of AI workflow design!
---
## 📄 License
CrewAI-GUI is open-source software, released under the MIT License. For full details, see the [LICENSE](LICENSE) file.
---
## 📬 Contact
Have questions, suggestions, or want to collaborate? [Open an issue](https://github.com/LangGraph-GUI/CrewAI-GUI/issues) on our GitHub repository.
---
Crafted with ❤️ by the `LangGraph-GUI` Team
## 👥 Contributors
| [HomunMage](https://github.com/HomunMage) | [hemangjoshi37a](https://github.com/hemangjoshi37a) |
|:-:|:-:|
| [](https://github.com/HomunMage) | [](https://github.com/hemangjoshi37a) |
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