ReAct Job Agent

An AI-powered job assistant that fetches remote job listings and generates personalized, human-like cover letters using LLMs via the Groq API.

Features

• Fetches remote jobs from the Remotive API
• Generates tailored cover letters (200-250 words) using llama-3.3-70b-versatile
• Interactive Streamlit UI for searching jobs and generating/downloading cover letters
• Clean HTML parsing for readable job descriptions

Project Structure

.
├── agent.py          # Core agent logic: fetch jobs, generate cover letters
├── ui.py             # Streamlit web interface
├── .env              # API keys (not committed)
├── .env.example      # Example environment file
└── .venv/            # Python virtual environment

Setup

1. Clone the repository
2. Create a virtual environment and install dependencies:

   python -m venv .venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate
   pip install groq python-dotenv requests streamlit

3. Copy .env.example to .env and add your Groq API key:

   cp .env.example .env

4. Run the Streamlit app:

   streamlit run ui.py

Usage

CLI Mode

Run the agent directly to generate cover letters from the terminal:

python agent.py

Web UI

Launch the interactive Streamlit interface:

streamlit run ui.py

Requirements

• Python 3.8+
• Groq API key (Get one here)
• Internet connection for job fetching

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Made with love by @muhammadadeelai