awesome-llm-apps/advanced_llm_apps/resume_job_matcher

📄 Resume & Job Matcher

🚀 Overview

This app allows you to upload a Resume and a Job Description, then uses an LLM to:

• ✅ Provide a Fit Score (0–100%)
• 💪 Highlight strengths in the resume
• 📝 Suggest improvements tailored to the job

A great tool for job seekers to optimize resumes for each application.

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🛠️ Tech Stack

• Python
• Streamlit – for UI
• Ollama + LLM (e.g., llama3) – for analysis
• PyMuPDF – for PDF parsing

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⚡ Setup Instructions

1. Install dependencies:

   pip install -r requirements.txt
   

2. Install Ollama and run a model (e.g. llama3): ollama run llama3
3. Start the app: streamlit run app.py