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📧 Cold Mail Generator

Cold email generator for 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.

Imagine a scenario:

  • Nike needs a Principal Software Engineer and is spending time and resources in the hiring process, on boarding, training etc
  • Atliq is Software Development company can provide a dedicated software development engineer to Nike. So, the business development executive (Mohan) from Atliq is going to reach out to Nike via a cold email.

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Architecture Diagram

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Set-up

  1. To get started we first need to get an API_KEY from here: https://console.groq.com/keys. Inside app/.env update the value of GROQ_API_KEY with the API_KEY you created.

  2. To get started, first install the dependencies using:

     pip install -r requirements.txt
    
  3. Run the streamlit app:

    streamlit run app/main.py
    

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Developed Cold email generator using Llama3.1 LLM, Langchain, Chromadb and Streamlit

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