Auto Job Form Filler Agent 🤖

An intelligent Streamlit application that automatically fills out job application forms using AI-powered resume parsing and form filling capabilities.

Workable APP Link : https://auto-job-form-filler-agent.streamlit.app

Demo ✌️

form_filler_demo_final.mp4

Features ✨

• Resume Processing: Upload PDF resumes or provide Google Drive links
• AI-Powered Form Filling: Automatically extracts relevant information from resumes
• Interactive Feedback System: Review and provide feedback on AI-generated responses
• Multiple AI Model Support: Choose from various OpenRouter models
• Google Forms Integration: Seamlessly works with Google Forms
• Progress Tracking: Visual progress indicator for the application process
• Error Handling: Robust error handling and user feedback

Prerequisites 📋

• Python 3.8+
• OpenRouter API Key
• Llama Cloud API Key
• Google Forms URL

Installation 🚀

1. Clone the repository:

git clone https://github.com/yourusername/Auto-Job-Form-Filler-Agent.git
cd Auto-Job-Form-Filler-Agent

2. Install dependencies:

pip install -r requirements.txt

3. Set up your API keys:
   • Get your OpenRouter API key from OpenRouter
   • Get your Llama Cloud API key from Llama Cloud

Usage 💡

1. Run the Streamlit app:

streamlit run app.py

2. Follow the steps in the application:
   • Upload your resume (PDF or Google Drive link)
   • Enter the Google Form URL
   • Review and provide feedback on AI-generated responses
   • Submit the final application

Supported AI Models 🤖

• Mistral 7B Instruct (Free)
• DeepSeek R1 (Free)
• MythoMax L2 13B
• Llama 2 70B (Free)
• Claude 2.1
• GPT-4
• GPT-3.5 Turbo

Best Practices 📝

• Use clear, single-page resumes
• Verify form fields before submission
• Review AI-generated answers carefully
• Provide feedback for better results

Limitations

1. Form Complexity:

   • Maximum 20 form questions supported
   • Limited to standard Google Forms fields
   • No support for file uploads

2. File Requirements:

   • PDF files only
   • Maximum 10MB file size
   • Clear, readable format

3. Technical Requirements:

   • Stable internet connection
   • Valid API keys
   • Modern web browser

Future Improvements

1. Enhanced AI Models:

   • Support for more AI models
   • Improved information extraction
   • Better context understanding

2. Additional Features:

   • Support for more form types
   • Batch application processing
   • Custom field mapping

3. User Experience:

   • Mobile optimization
   • Offline support
   • Custom templates

Contributing 🤝

Contributions are welcome! Please feel free to submit a Pull Request.

License 📄

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments 🙏

• OpenRouter for AI model access
• Llama Cloud for resume parsing
• Streamlit for the web interface
• Google Forms for form handling

Support 💬

If you encounter any issues or have questions, please open an issue in the GitHub repository.