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---
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.
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## 🚀 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)
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## 🛠️ 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](https://www.langchain.com/)
- [Gradio](https://gradio.app/)
- CPU-compatible LLMs (e.g., `flan-t5-base`, `oasst-sft-1-pythia`)
---
## 📦 Requirements
```txt
gradio
langchain
openai # Optional, replace with transformers + HuggingFacePipeline
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