System Block Diagram

Figure 1.1

FeedStack Modular Architecture

The FeedStack system follows a modular architecture, integrating various components to provide an efficient AI-driven web design feedback platform. The architecture consists of three primary layers:

Client Application (Frontend & Hosting) Backend Services External Services (AI & Storage) This document describes the role of each component and their interactions in the system.

System Components

• Frontend (React, JavaScript, HTML, CSS)
  Provides an intuitive UI for file uploads, AI interactions, and feedback visualization.

• Backend (Django, Python)
  Handles file storage, request processing, and AI API communication.

• AI Integration (OpenAI GPT-4o API, Word2Vec)
  Processes design files, extracts insights, and categorizes feedback into predefined themes.

• Storage & Database (Firebase)
  Stores user-uploaded files, feedback data, and chat history.

• Version Control & Deployment (GitHub, Fly.io)
  Manages the development process, ensuring stability and continuous updates.