Skip to content

OptiTrack is an advanced, AI-integrated system designed to optimize and manage inventory and logistics workflows efficiently.

Notifications You must be signed in to change notification settings

Prabhsingh0401/OptiTrack-AI-ILMS

Repository files navigation

OptiTrack - AI-Integrated Inventory and Logistics Management System

OptiTrack is an advanced, AI-integrated system designed to optimize and manage inventory and logistics workflows efficiently. Utilizing cutting-edge technologies, OptiTrack leverages AI-driven insights for predictive analysis, automation, and enhanced user interaction. It features a chatbot built using Google Gemini, text-to-image generation powered by NVIDIA’s Stable Diffusion XL, and seamless backend functionality through Firebase and Clerk.io authentication.

Features

  • Inventory Management: Track stock, monitor inventory levels, and optimize restocking automatically.
  • Predictive Analysis: Forecast demand and streamline logistics to ensure optimal inventory levels.
  • AI Chatbot: Built with Google Gemini, the chatbot answers queries related to inventory and logistics with a responsive, chat-like interface.
  • Text-to-Image Generation: Utilizes NVIDIA’s Stable Diffusion XL to generate images from text descriptions, providing visual aids and insights.
  • Authentication: Secured user authentication via Clerk.io, ensuring safe and verified access.
  • Real-Time Updates: Firebase powers real-time updates for inventory status, order processing, and user actions.

Tech Stack

Frontend

  • React: A fast, interactive user interface for seamless inventory and logistics management.
  • SCSS: Enhanced styling with flexible, scalable CSS for clean and responsive designs.

Backend

  • Express: A Node.js framework that serves the backend API, managing routes and data processing.
  • Firebase: Powers the real-time database and real-time updates for all users.
  • Clerk.io: Authentication service to ensure secure and easy user login and registration.

AI Features

  • Google Gemini: Integrates an advanced chatbot into the system, assisting users with inventory insights and logistics information.
  • NVIDIA Stable Diffusion XL: Generates images from text descriptions, offering visualizations that enhance decision-making.

Installation

  1. Clone the repository:

    git clone https://github.com/username/OptiTrack.git
  2. Navigate into the project directory:

    cd OptiTrack
  3. Install dependencies:

    npm install
  4. Set up environment variables:

    • Firebase configuration
    • Clerk.io API keys
    • Google Gemini and NVIDIA Stable Diffusion API keys
  5. Start the development server:

    npm start

Usage

  • Inventory Tracking: Monitor inventory levels and adjust reorder thresholds based on predictive AI insights.
  • Chatbot Assistance: Type questions or issues in the chat interface for instant assistance from the AI-powered chatbot.
  • Image Generation: Input descriptions to visualize products, warehouse setups, and logistics layouts.

Contributing

Contributions are welcome! Please submit a pull request or open an issue for any new features or bug fixes.

About

OptiTrack is an advanced, AI-integrated system designed to optimize and manage inventory and logistics workflows efficiently.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published