README.md

metadata

title: Resume Recommendation with LLM
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 3.50.2
app_file: app.py
pinned: false

Resume Matcher with LLM & Embedding

This tool allows you to:

• Upload a Job Description and one or more Resumes
• Adjust section weights like experience, skills, etc.
• Get similarity scores and a LLM-generated explanation

Features

• Support PDF / TXT files
• Uses sentence-transformers and custom section weighting
• Explains the match using a language model

Model Used

• Embedding model: sentence-transformers/all-MiniLM-L6-v2
• Summary and explanation model: meta-llama/Meta-Llama-3-8B-Instruct