Plagiarism Checker System

A plagiarism detection system built with Flask and Docker, using embedding comparison and Milvus vector search to process and compare text-based documents.

✨ Features

• Document processing — uploads and processes text-based documents
• Plagiarism detection — detects similarities through embedding comparison
• Vector search — uses Milvus for efficient similarity searches
• Admin and user interfaces — provides separate interfaces for administrators and general users
• Containerized setup — runs the complete system with Docker Compose
• Database management tools — includes phpMyAdmin and Milvus management interfaces

🧰 Tech Stack

Flask · Laravel · MySQL · Milvus · Docker · Docker Compose · phpMyAdmin · Attu

Prerequisites

• Docker
• Docker Compose

Quick Start

# 1. Clone the repository
git clone https://github.com/your-repo/plagiarism_checker_system.git
cd plagiarism_checker_system

# 2. Build and start the application
docker compose up -d --build

The command builds and starts all required services.

Included Services

Service	Purpose
Flask backend	Processes requests and plagiarism detection operations
Laravel frontend	Provides the admin and user interfaces
MySQL	Stores application data
Milvus	Stores embeddings and performs vector similarity searches
phpMyAdmin	Provides a web interface for MySQL management
Attu	Provides a web interface for Milvus management

Accessing the Application

Interface	URL	Description
Admin Panel	http://localhost:8000/admin/login	Admin login interface
User Login	http://localhost:8000/user/login	General user login
phpMyAdmin	http://localhost:8383	MySQL database management
Attu Console	http://localhost:3000	Milvus vector database web UI
Milvus Console	http://localhost:9091/webui/	Milvus vector database web UI

Admin Account

Role	Email	Password
Admin	admin@gmail.com	123123

License

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