AI-powered resume screening tool using LLMs and Streamlit
Project description
🧠 AI-Powered Resume Screener
A lightweight resume screening app that uses AI to extract key candidate details from PDFs and evaluates them based on skills. Built with Streamlit, SQLite, and PyMuPDF. Ideal for HR teams, devs, or anyone needing a smart CV filter!
📸 Screenshots
Upload resumes and view extracted details
See candidate info and download PDF
🚀 Features
- 📄 PDF Resume Upload
- 🧠 LLM-Based Evaluation (GPT or any open-source LLM)
- 🧑💻 Name, Email, Skills Extraction
- 🗃 Resume Storage with SQLite
- 📊 Interactive Table View
🛠️ Tech Stack
- Frontend: Streamlit
- Backend: Python, PyMuPDF, SQLite
- AI: OpenAI / GPT-compatible LLMs / Together.ai (pluggable)
🔄 Pluggable LLM Support By default, this project uses GPT for resume evaluation. You can use any open-source LLM model (like Mistral, LLaMA, Gemma, etc.) by simply updating the model name or API in the gpt_evaluator.py file.
⚙️ Getting Started
git clone https://github.com/your-username/ai-resume-screener.git
cd ai-resume-screener
pip install -r requirements.txt
streamlit run app.py
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