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metadata
title: Agentic Resume Parser
emoji: 👀
colorFrom: pink
colorTo: indigo
sdk: gradio
sdk_version: 5.34.2
app_file: app.py
pinned: false
license: mit

🧠 Resume Screener Agent - AI-Powered Matching Tool

This Space hosts a LangChain-powered Resume Screening Agent that matches resumes to job descriptions with structured, explainable scoring. Designed to run on CPU and lightweight models, it works perfectly within Hugging Face Spaces.

🚀 Features

  • ✅ Match resumes with job descriptions in seconds
  • ✅ Score compatibility (0–100)
  • ✅ Extract matched skills
  • ✅ Explain decisions with structured JSON output
  • ✅ Runs entirely on CPU (swap OpenAI with HuggingFacePipeline for full offline)

🛠️ How It Works

  1. Paste plain text resume and job description.
  2. Agent evaluates using an LLM prompt chain.
  3. Outputs:
    • MatchScore (0–100)
    • KeySkills (list)
    • Justification (text)

💡 Built With

  • LangChain
  • Gradio
  • CPU-compatible LLMs (e.g., flan-t5-base, oasst-sft-1-pythia)

📦 Requirements 

gradio
langchain
openai  # Optional, replace with transformers + HuggingFacePipeline