https://github.com/thee-unruly/gen-ai-_cold-email-generator

This project leverages LangChain and Groq to provide real-time data-driven insights for job postings. It extracts job information from websites, aggregates relevant data into a Chroma database, and generates customized email templates for outreach based on the job descriptions.
https://github.com/thee-unruly/gen-ai-_cold-email-generator

beautifulsoup4 chromadb groq-api langchain pandas-library

Last synced: about 1 month ago
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This project leverages LangChain and Groq to provide real-time data-driven insights for job postings. It extracts job information from websites, aggregates relevant data into a Chroma database, and generates customized email templates for outreach based on the job descriptions.

• Host: GitHub
• URL: https://github.com/thee-unruly/gen-ai-_cold-email-generator
• Owner: Thee-Unruly
• Created: 2024-10-28T08:35:36.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-10-28T10:51:09.000Z (3 months ago)
• Last Synced: 2024-12-17T01:44:52.093Z (about 1 month ago)
• Topics: beautifulsoup4, chromadb, groq-api, langchain, pandas-library
• Language: Jupyter Notebook
• Homepage:
• Size: 6.84 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Real-time Data-Driven Insights with AI

## Overview

This project leverages LangChain and Groq to provide real-time data-driven insights for job postings. It extracts job information from websites, aggregates relevant data into a Chroma database, and generates customized email templates for outreach based on the job descriptions. 

## Features

- **Dynamic Job Extraction**: Automatically scrape job postings from specified URLs.

- **Data Aggregation**: Store tech stacks and links in a Chroma database for easy querying.

- **Email Generation**: Create personalized cold emails based on job descriptions and relevant links.

## Requirements

To run this project, you will need:

- Python 3.7 or higher

- Required Python libraries:

  - `langchain`

  - `langchain_groq`

  - `langchain_community`

  - `langchain_core`

  - `pandas`

  - `chromadb`

You can install the required libraries using pip:

```bash

pip install langchain langchain-groq langchain-community langchain-core pandas chromadb