š§ Cold Mail Generator
A powerful cold email generator for service companies using Groq , LangChain , and Streamlit .personalized cold emails by extracting job listings from a company's careers page and matching them with relevant portfolio links from a vector database . āØ
š Key Features
š URL Input : Paste a company's careers page URL to get started.
š Job Extraction : Automatically extracts job listings from the careers page.
š© Personalized Email Generation : Creates tailored cold emails based on extracted job descriptions.
šØ Portfolio Matching : Suggests relevant portfolio links from a vector database aligned with the job role.
ā” Fast & Efficient : Powered by Groq's lightning-fast LLM inference for rapid responses.
šļø Architecture Diagram
š Getting Started
1. š§ Prerequisites
Python 3.7+
Groq API Key (Get yours here
2. āļø Setup
# Clone the repository
git clone github.com/SimranShaikh20/Cold-Email-Generator
cd Cold-Email-Generator
# Install the required dependencies
pip install -r requirements.txt
3. š Configuration
Create a .env file inside the app/ directory and add your Groq API key:
GROQ_API_KEY=your_api_key_here
4. ā¶ļø Running the Application
streamlit run app/main.py
The application will open in your default browser at http://localhost:8501/.
š„ļø User Interface
Application Screenshot:
š Usage Guide
For Open Positions:
Paste the company's careers page URL.
The tool will extract the job listings .
It will generate personalized emails with matching portfolio links.
For Cold Outreach (No Specific Openings):
Use the tool to generate a general introduction email .
Express your interest in future opportunities .
Attach relevant portfolio examples to increase your chances.
š ļø Technologies Used
Groq : For ultra-fast large language model (LLM) inference.LangChain : To build chains that control the flow of data and logic.Streamlit : For creating an interactive and user-friendly web application.Vector Database : To store and retrieve portfolio links based on semantic matching.
š License
Licensed under the MIT License .
ā ļø Important : Commercial use of this software is strictly prohibited without prior written permission from the author.
Attribution must be given in all copies or substantial portions of the software.
Ā© Copyright (C) Simran Shaikh. All rights reserved.
