An innovative cold email generator designed for service companies, powered by Groq-Llama3.1, LangChain, and Streamlit. Simply provide the URL of a company's careers page, and the tool intelligently extracts job listings to craft highly personalized emails. Each email is enriched with portfolio links dynamically sourced from a vector database, ensuring alignment with the job's unique requirements.

Where can it be used?

Think about Amazon putting a lot of time and effort into finding the right Principal Software Engineer. They’re not just posting job listings, but reviewing countless resumes, having in-depth interviews, and then investing in onboarding and training to make sure the new hire truly thrives in the team.

Architecture

Implementation

Getting Started

Follow these steps to set up the project on your local machine.

1. Obtain an API Key

To use the Groq API, you need to create an API key:

• Go to Groq API Key.
• Sign up or log in to your Groq account.
• Create a new API key and copy it.

2. Configure the Environment Variables

The project requires the Groq API key to interact with the Groq service. To configure the API key:

• Navigate to the app/ folder in your project directory.
• Locate the .env file (you may need to create this file if it doesn't already exist).
• Add the following line to the .env file:

  GROQ_API_KEY=your_api_key_here
  

  • Replace your_api_key_here with the API key you obtained in step 1.

3. Install Project Dependencies

Before running the app, you'll need to install the required dependencies. Make sure you have Python 3.7 or later installed.

• Open a terminal or command prompt in the root directory of the project.
• Run the following command to install all the necessary libraries:

  pip install -r requirements.txt

4. Run the Streamlit Application

Once the dependencies are installed, you can run the Streamlit app to launch the tool.

• In the terminal, execute the following command:

  streamlit run app/main.py

This will open the Streamlit application in your default web browser, and you'll be able to start generating personalized cold emails.

Contributing

We welcome contributions! If you'd like to help improve the project, feel free to fork the repository and submit pull requests. Here are some ways you can contribute:

• Reporting bugs
• Adding new features
• Improving documentation
• Fixing issues or typos in code

To contribute, please follow these steps:

1. Fork the repository.
2. Create a new branch for your feature or bug fix.
3. Make your changes and commit them.
4. Submit a pull request with a description of your changes.

Contact

For any questions or feedback, feel free to reach out to me varunmayilvaganan11@gmail.com. You can also open an issue in the GitHub repository if you encounter any problems.

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Acknowledgements

• ChatGroq for providing the API.
• LangChain for simplifying the integration of AI models.
• Streamlit for enabling the easy creation of interactive web applications.