Mailgenaix

Cold email generator for a services company using Groq, LangChain, and Streamlit. It allows users to input the URL of a company's careers page. The tool then extracts job listings from that page and generates personalized cold emails. These emails include relevant portfolio links, sourced from a vector database, based on the specific job descriptions.

Execution Guide:

1. Clone the repoistory:

   git clone https://github.com/ak8057/Mailgenaix.git
   cd Mailgenaix
   

2. Install the dependencies:

   pip install -r requirements.txt
   

3. Configure API key:

   • Visit https://console.groq.com/keys and create an API key.
   • Create a .env file inside the app/ directory with the following content:

     GROQ_API_KEY = your_api_key_here
     

     Note: Replace your_api_key_here with your actual Groq API key.

4. Run the Streamlit App:

   streamlit run app/main.py
   

Repository Structure:

The structure of the repository is:

Mailgenaix/
├── app/
│   ├── resource/
│   │   └── my_portfolio.csv
│   ├── .DS_Store
│   ├── chains.py
│   ├── main.py
│   ├── portfolio.py
│   └── utils.py
├── imgs/
│   ├── .DS_Store
│   ├── architecture.png
│   └── img.png
├── vectorstore/
│   ├── 91ca355b-d93e-43fb-b635-16521af44e52/
│   │   ├── data_level0.bin
│   │   ├── header.bin
│   │   ├── length.bin
│   │   └── link_lists.bin
│   ├── 9fc860f5-8064-46f0-83d0-b75fe3ee6710/
│   │   ├── data_level0.bin
│   │   ├── header.bin
│   │   ├── length.bin
│   │   └── link_lists.bin
│   ├── .DS_Store 
│   └── chroma.sqlite3
├── .DS_Store 
├── .gitignore
├── README.md
├── email_generator.ipynb
├── my_portfolio.csv
└── requirements.txt

Workflow: