Fujm Candi Reply

Fujm Candi Reply is a React-based web application that simplifies the process of evaluating job applications. It enables recruiters to upload candidate resumes, compare them with job descriptions, and generate detailed justifications for decisions such as rejection or acceptance.

Features

• Resume Parsing: Supports .txt, .pdf, and .docx file formats.
• Job-Resume Comparison: Calculates a match percentage between the job description and the candidate's resume.
• Email Justification: Automatically generates a detailed justification for candidate decisions based on input data.
• Clear UI: Intuitive interface for recruiters to manage job descriptions, resumes, and reasons for rejection or acceptance.
• Backend Integration: Communicates with a backend server to process data and generate outputs.

Tech Stack

Frontend

• React
• Mammoth.js (for parsing .docx files)
• PDF.js (for parsing .pdf files)

Backend

• Node.js with Express
• Groq SDK for AI-powered text processing and justifications

Other

• CORS for cross-origin requests
• dotenv for environment variables

Getting Started

Prerequisites

• Node.js (v14 or later)
• npm (v6 or later)

Installation

1. Clone the Repository:

   git clone https://github.com/yourusername/fujm-candi-reply.git
   cd fujm-candi-reply

2. Install Dependencies:

   • For the frontend:

     cd frontend
     npm install

   • For the backend:

     cd backend
     npm install

3. Set Up Environment Variables:

   • Create a .env file in the backend directory:

     GROQ_API_KEY=your_groq_api_key
     

   • Replace your_groq_api_key with your Groq API key.

4. Start the Development Servers:

   • Start the backend server:

     cd backend
     npm start

   • Start the React frontend:

     cd frontend
     npm start

   The application should now be accessible at http://localhost:3000.

Usage

1. Enter Job Description: Paste the job qualifications in the provided text area.
2. Upload Resume: Upload a candidate's resume in .txt, .pdf, or .docx format.
3. Select Rejection Reason: Choose a reason for rejection (if applicable).
4. Generate Justification: Click "Justify Reason" to generate a detailed explanation.
5. Review Results: View the match percentage and justification in the UI.

Project Structure

fujm-candi-reply/
├── frontend/        # React frontend
│   ├── src/
│   └── public/
├── backend/         # Node.js backend
│   ├── routes/
│   └── utils/
└── README.md

Contributing

Contributions are welcome! Please fork the repository and submit a pull request for review.

License

This project is licensed under the MIT License. See the LICENSE file for more details.