Pathify

Pathify: Smarter Routes, Faster Deliveries.

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🚀 Pathify – Smarter Route Optimization

Pathify is a route optimization platform designed to streamline delivery routes using real-time communication, AI-powered decision-making, and a sleek, user-friendly interface. Built during uOttaHacks7 (hosted by uOttawa and part of the Major League Hacking (MLH) circuit), Pathify was a 36-hour hackathon project aimed at solving challenges in route efficiency for logistics and delivery systems.

📂 Features

  • Real-time Updates: Live delivery data powered by Solace PubSub+ for seamless and responsive route management.
  • AI Optimization: GROQ AI dynamically adjusts routes based on traffic forecasts and road conditions.
  • Scalable Backend: Supabase handles authentication, database storage, and route analytics with ease.
  • User-Friendly Design: A lovable and intuitive UI ensures that users can track and optimize routes in real time.

💡 Technologies Used

📨 Solace PubSub+:

An event-driven messaging platform used to enable real-time communication between components. This allowed us to create a responsive system that updates route data dynamically as changes occur.

🤖 GROQ AI:

We implemented GROQ AI to handle traffic predictions and dataset analysis, adding intelligence to our route prioritization algorithms. GROQ AI enabled smarter planning by processing large datasets efficiently and making real-time decisions.

🛠️ Supabase:

Supabase served as the backend for Pathify, managing:

  • User authentication
  • Database storage for historical route analytics and user data
  • API calls to seamlessly integrate with the frontend

❤️ Lovable UI/UX:

Our objective was not just to create a functional platform but to make it easy to use and enjoyable for end-users. The UI was designed with simplicity and real-time interaction in mind.

📋 How It Works

  1. Real-Time Data Streaming: Solace PubSub+ ensures instant communication between backend systems and the client-side application.
  2. Predictive AI Optimization: GROQ AI processes live and historical data, optimizing routes based on factors such as traffic and delivery priorities.
  3. Backend Processing: Supabase securely stores user data, delivery history, and route analytics while handling authentication.
  4. User Interaction: A simple interface allows end-users to view optimized routes and interact with live delivery updates.

🛠️ Installation and Setup

If you’d like to run or contribute to Pathify, follow these steps:

Prerequisites

Clone the Repository

git clone https://github.com/[your-username]/pathify.git
cd pathify

Install Dependencies

Using Bun: 

bun install

Or, using npm: 

npm install

Set Up Environment Variables

Create a .env file in the root directory and add the following keys: 

REACT_APP_SUPABASE_URL=<Your-Supabase-URL>
REACT_APP_SUPABASE_KEY=<Your-Supabase-API-Key>
REACT_APP_SOLACE_HOST=<Your-Solace-Host>
REACT_APP_SOLACE_PORT=<Your-Solace-Port>

Start the Development Server

Using Bun: 

bun run dev

Or, using npm: 

npm run dev

🚀 Future Enhancements

  • Integrating additional real-time APIs for weather data or emergency notifications.
  • Enhanced AI models for improving delivery delay predictions.
  • Support for multiple languages and regions.

Feel free to fork, contribute, or get in touch if you’d like to collaborate on Pathify!
Check out the Video Demo

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