⚡️ EchoSeek

Search your style — discover trends, outfits, and more.

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🌟 Overview

EchoSeek is your personalized style discovery tool. Easily search and explore the latest trends, discover new outfits, and find inspiration to elevate your look.

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💻 Local Deployment

Sorry, this is a local deployment! This application requires external services and will not function without them.

It consists of a local Frontend and Backend application that interacts with two crucial AWS SageMaker Endpoints for its core functionality:

• Generative Model: The llama-3 1-nemotron-nano-8B-v1 model is deployed on a dedicated SageMaker Endpoint for content generation (e.g., style advice, trend analysis).
• Embedding Model: The llama-3.2-nv-embedqa-1b-v2 model is deployed on a dedicated SageMaker Endpoint for text embedding (e.g., searching, context matching).

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📚 Resources

Resource	Description	Link
Project Documentation	Detailed guides on architecture, setup, and features.	[Insert Docs Link Here]
Demo Video	A quick walkthrough of the application's core functionality.	[Insert Video Link Here]

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🏗️ Repository Structure

This project is split into two main branches to separate the application logic:

• main branch: Contains all the Frontend code (user interface, styling, and client-side logic).
• backend branch: Contains all the Backend code (API, database interactions, and server-side logic).

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🚀 Getting Started

Follow these steps to get the Frontend and Backend running locally.

1. Backend Setup

The complete installation and running guide for the backend server, database, and API is located in the dedicated documentation.

➡️ Go to Backend Installation Guide

2. Frontend Installation (Main Branch - Next.js)

Use the instructions below to set up and run the client-side application built with Next.js.

1. Clone the Repository:

   git clone <Your-Repo-URL>
   cd EchoSeek

2. Install Core Dependencies: Next.js requires the core packages: next, react, and react-dom.

   npm install next@latest react@latest react-dom@latest
   # OR
   yarn add next@latest react@latest react-dom@latest

3. Install Remaining Dependencies: Install any other required packages listed in the package.json file.

   npm install 
   # OR
   yarn install

4. Configure API Endpoint:
   • Ensure your backend server is running (see Backend Installation Guide above).
   • Update the API endpoint configuration in the relevant file (e.g., .env or config.js) to point to your local backend (usually http://localhost:<BACKEND_PORT>).
5. Run the Development Server: Start the Next.js development server.

   npm run dev
   # OR
   yarn dev

   The frontend should open automatically in your browser (typically at http://localhost:3000).