Prepverse.AI

Prepverse.AI is an AI and machine learning-powered platform that helps candidates find the most relevant internships under the PM Internship Scheme. It provides recommendations, real-time alerts, and preparation tools like AI-powered mock interviews and resume optimization. The platform is mobile-friendly and supports multiple regional languages.

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Table of Contents

• Pulling the Repository
• Features
• Prerequisites
• Installation
• Usage
• Environment Variables
• Contributing
• Repository

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Pulling the Repository

First, clone the repository from GitHub:

git clone https://github.com/PrepverseOrganization/Prepverse.AI.git

Then move into the project folder:

cd Prepverse.AI

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Features

• Recommends top internships based on candidate skills, education, and preferences.
• Sends alerts via WhatsApp and Email for new internships.
• Provides preparation tools: mock interviews, quizzes, and resume optimization.
• Mobile-friendly and multilingual for easy access by low-digital-literacy users.

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Prerequisites

• Node.js >= 18
• Python >= 3.11
• MongoDB
• npm or yarn
• Groq API Key (for llama-3.1-8b-instant)
• Hugging Face API Token (for BAAI/bge-large-en-v1.5 embeddings)
• Jina AI API Key (for jina-reranker-v2-base-multilingual reranking)

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Installation

Backend

cd backend
npm install
npm run dev

Frontend

cd frontend
npm install
npm run dev

ML Engine

cd ml_engine
python -m venv myenv
myenv\Scripts\activate
pip install -r requirements.txt
python app.py

Client Parser

cd clientParser
python -m venv myenv
myenv\Scripts\activate
pip install -r requirements.txt
python app.py

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Usage

After starting all components:

1. Open your browser and go to http://localhost:3000 (frontend).
2. Register or log in as a candidate.
3. Fill in your education, skills, interests, and location preferences.
4. View recommended internships and receive alerts via WhatsApp or Email.

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Environment Variables

Backend

PORT=
MONGODB_URI=
JWT_SECRET_KEY=
CLOUDINARY_CLOUD_NAME=
CLOUDINARY_API_KEY=
CLOUDINARY_API_SECRET=
CLOUDINARY_UPLOAD_PRESET=
SMTP_USER=
SMTP_PASS=
SENDER_EMAIL=
SMTP_HOST=
GOOGLE_CLIENT_ID=
GOOGLE_CLIENT_SECRET=
GEMINI_API_KEY=
WHATSAPP_TOKEN=
GEOAPIFY_KEY=

ML Engine

MONGO_URI=
DB_NAME=
COLLECTION_NAME=

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Contributing

We welcome contributions!

1. Fork the repository.
2. Create a new branch (git checkout -b feature/your-feature).
3. Make your changes and commit (git commit -m 'Add new feature').
4. Push to the branch (git push origin feature/your-feature).
5. Open a Pull Request.

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Repository

GitHub: https://github.com/PrepverseOrganization/Prepverse.AI