📧 Cold Mail Generator

A Streamlit-based web application that generates personalized cold emails by analyzing job postings and matching them with relevant portfolio projects.

🚀 Features

• Web-based interface for easy interaction
• Automatic job posting analysis
• Skills extraction from job descriptions
• Portfolio project matching
• AI-powered email generation
• Clean and modern UI

🛠️ Installation

1. Clone the repository:

git clone https://github.com/yourusername/ColdMailGenerator.git
cd ColdMailGenerator

2. Create a virtual environment (recommended):

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

3. Install dependencies:

pip install -r requirements.txt

4. Set up environment variables:
   • Create a .env file in the root directory
   • Add your API keys and configuration (refer to .env.example if available)

🏃‍♂️ Usage

1. Start the Streamlit application:

streamlit run main.py

2. Open your web browser and navigate to the provided local URL (typically http://localhost:8501)

3. Enter a job posting URL in the input field

4. Click "Submit" to generate a personalized cold email

📁 Project Structure

ColdMailGenerator/
├── main.py              # Main application entry point
├── chains.py            # LLM chain implementations
├── portfolio.py         # Portfolio management
├── utils.py            # Utility functions
├── vectorstore/        # Vector database storage
├── resources/          # Additional resources
└── requirements.txt    # Project dependencies

🔧 Dependencies

• langchain
• langchain-community
• langchain-groq
• unstructured
• selenium
• chromadb
• streamlit
• pandas
• python-dotenv

🤝 Contributing

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

🙏 Acknowledgments

• Built with Streamlit
• Powered by LangChain
• Uses ChromaDB for vector storage