📊 Job Description Extractor

This app extracts structured job posting information (position, company, skills, etc.) from unstructured job descriptions.
It uses LangChain + Ollama (local LLM) and saves results automatically into a CSV file.

Try the app on Hugging Face 👉 Application Tracker

🚀 Features

• Extracts key information from job descriptions:
  • Position / Job Title
  • Company
  • Company Summary
  • Job Description Summary (about the position only)
  • Technical Skills
  • Soft Skills
  • Education
• Missing fields are filled with blanks ("") → ensures consistent CSV rows.
• Interactive Gradio interface for easy copy-paste input.
• Saves structured results to applications.csv.

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⚙️ Installation

1. Clone the repo

   git clone https://github.com/JavieraAlmendrasVilla/Application-tracker.git
   cd Application-tracker

2. Set up a virtual environment (recommended)

   python -m venv venv
   source venv/bin/activate    # macOS/Linux
   venv\Scripts\activate       # Windows

3. Install dependencies

   pip install -r requirements.txt

4. Install Ollama and the model

   • Download Ollama and install it.

   • Pull the model:

     ollama pull llama3.2:1b

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▶️ Run the App

python app.py

• Gradio will start a local server at: 👉 http://127.0.0.1:7860

Paste any job description into the textbox and the app will:

1. Extract structured information.
2. Append it as a row in applications.csv.

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📂 Output

Example row in applications.csv:

Position	Company	Company Summary	Job Description Summary	Technical Skills	Soft Skills	Education
Data Analyst	Best Start-up	We are the best Start-up in the world	As data analyst you will be analyzing data	SQL, PowerBI, Tableau	Communication, Teamwork	Bachelor / Master

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🛠 Tech Stack

• LangChain
• Ollama (local LLM)
• Gradio
• Python 3.9+