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https://github.com/abhinav-reddy-k/workday-copilot
Workday Copilot: A privacy-focused Chrome extension that automates job applications on Workday using local LLMs. Built with WXT, it intelligently fills forms, manages resume data, and handles navigation - all while keeping your data on your machine.
https://github.com/abhinav-reddy-k/workday-copilot
ai-automation chrome-extension form-autofill job-application local-llm react resume-parser typescript workday wxt
Last synced: 10 days ago
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Workday Copilot: A privacy-focused Chrome extension that automates job applications on Workday using local LLMs. Built with WXT, it intelligently fills forms, manages resume data, and handles navigation - all while keeping your data on your machine.
- Host: GitHub
- URL: https://github.com/abhinav-reddy-k/workday-copilot
- Owner: Abhinav-Reddy-k
- Created: 2025-01-27T23:21:01.000Z (11 days ago)
- Default Branch: main
- Last Pushed: 2025-01-28T01:21:58.000Z (11 days ago)
- Last Synced: 2025-01-28T02:28:22.534Z (11 days ago)
- Topics: ai-automation, chrome-extension, form-autofill, job-application, local-llm, react, resume-parser, typescript, workday, wxt
- Language: TypeScript
- Homepage:
- Size: 5.83 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Workday Copilot 🤖
[](https://opensource.org/licenses/MIT)
A Chrome extension built with WXT that automates Workday job application forms using local LLM integration. Save time by automatically filling out job applications with your saved resume data.
## 🎥 Demo
[](https://www.youtube.com/watch?v=1Nw_XkKJPCw)
## 🌟 Features
- **Local LLM Integration**: Privacy-focused form filling using your local machine's computing power
- **Smart Form Detection**: Automatically identifies and fills Workday application forms
- **Resume Data Management**: Save and manage resume data.
- **Automatic Navigation**: Seamlessly moves through application pages
- **Error Recovery**: Intelligent retry mechanism for failed form fields
- **Privacy First**: All data stays on your local machine
## 🚀 Quick Start
### Prerequisites
- Node.js (v18 or higher)
- pnpm
- Chrome/Chromium browser
- LM Studio installed
### Installation
1. Clone the repository:
```bash
git clone https://github.com/yourusername/workday-copilot.git
cd workday-copilot
```
2. Install dependencies:
```bash
pnpm install
```
3. Start development server:
```bash
pnpm dev
```
4. Build for production (optional):
```bash
pnpm build
```
### Local LLM Setup
1. Download and install [LM Studio](https://lmstudio.ai)
2. Download your preferred model from Hugging Face
- Recommended models:
- Mixtral
- Llama 2
- OpenHermes
3. Load the model in LM Studio and start the local API server
4. Update the model endpoint in the extension configuration
## 💡 Usage
1. **Initial Setup**
- Install the extension
- Open extension popup
- Navigate to settings
- Add your resume data
2. **Using the Extension**
- Navigate to any Workday job application
- Click the extension icon
- Select your resume profile
- Click "Start Autofill"
3. **Managing Data**
- Access saved data through the extension popup
- Edit or delete existing data
## 🛠️ Technical Details
### Architecture
```
workday-copilot/
├── src/
│ ├── components/ # React components
│ ├── content/ # Content scripts
│ ├── background/ # Service worker
│ ├── popup/ # Extension popup
│ ├── utils/ # Utility functions
│ └── types/ # TypeScript types
├── public/ # Static assets
└── wxt.config.ts # WXT configuration
```
### Tech Stack
- 🛠️ WXT (Web Extension Tools)
- ⚛️ React + TypeScript
- 🎨 TailwindCSS
- 🤖 Local LLM Integration
- 📦 pnpm for package management
## 🤝 Contributing
We love contributions! Please follow these steps:
1. Fork the repository
2. Create a feature branch
```bash
git checkout -b feature/amazing-feature
```
3. Commit your changes
```bash
git commit -m 'Add some amazing feature'
```
4. Push to your branch
```bash
git push origin feature/amazing-feature
```
5. Open a Pull Request
### Development Guidelines
- Follow the existing code style
- Add tests for new features
- Update documentation as needed
- Ensure all tests pass before submitting PR
- Add meaningful commit messages
## 🧪 Testing
```bash
# Run unit tests
pnpm test
# Run e2e tests
pnpm test:e2e
# Run linting
pnpm lint
```
## 📝 License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## 🔮 Roadmap
- [ ] Support for multiple job board platforms
- [ ] AI-powered cover letter generation
- [ ] Custom form field mapping
- [ ] Resume parsing improvements
- [ ] Multi-language support
## ⚠️ Troubleshooting
### Common Issues
1. **LLM Connection Failed**
- Ensure LM Studio is running
- Check if the API endpoint is correct
- Verify model is properly loaded
2. **Form Fill Errors**
- Check console for specific error messages
- Verify resume data format
- Ensure all required fields have mappings
## 📞 Support
- Create an issue in the GitHub repository
- Join our [Discord community](your-discord-link)
- Check the [FAQ](link-to-faq) section
## 🙏 Acknowledgments
- WXT team for the amazing extension framework
- LM Studio for local LLM capabilities
- All our contributors and supporters
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