Easy HR

Privacy-First, Local-LLM Powered HR Resume Management Built with Parallax, React, and Local AI models for secure, offline candidate processing.

🚀 Overview

Easy HR is a local, privacy-focused HR resume management system powered by Local LLMs via Parallax. It ensures that no data ever leaves your environment.

🦾 Designed for

• 🏢 Companies needing offline / on-prem resume processing

• 🔐 Teams requiring privacy, compliance & security

• 🤖 Developers using local AI clusters

• 🧑‍💼 Recruiters needing fast, automated screening

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✨ Features

🧠 Local LLM Resume Parsing

• Powered by Parallax Cluster
• Extracts:
  • Name
  • Email / Phone
  • Education
  • Experience
  • Skills
  • Summary
  • Raw text

🔍 Semantic Search (Embeddings)

• Uses local embedding models
• Stores embeddings in local DuckDB
• Search examples:
  • “React developer”
  • “5+ years experience”
  • “Data engineer + Python”

🗂️ Candidate Management Dashboard

• Upload multiple resumes
• Auto indexing via LLM
• View extracted structured data

🛡️ Privacy & Security

• 100% local AI
• No external APIs
• DuckDB local storage
• Ideal for companies with compliance restrictions

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🏗️ Architecture

⚙️ Tech Stack

Layer	Technology
Frontend	React, Tailwind CSS, TypeScript, ShadCn
Backend	Fast API
AI Engine	Parallax (distributed LLM inference)
Database	DuckDB
Embedding	Local embedding model
Storage	Local filesystem
Parsing	Local OCR + LLM
Deployment	Local / Docker

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📸 Screenshots

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? Prerequests

• Install Parllax from Here
• Follow this to learn how to run a Parallax node Here
• make sure Parllax was running in the background in 3001 port
• git clone this repo

#Parllax Run after activation
parallax run -m Qwen/Qwen3-0.6B -n 1 #in this i am using Qwen3-0.6B can use any Qwen model bigger model better output
parallax join

# Clone Repo
git clone https://github.com/zf0x00/easy-hr.git
cd easy-hr

# Install frontend packages
cd frontend
pnpm i

# Install backend packages
cd backend
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt

# Start local development environment both frontend and backend
pnpm start-all