AdForge

AdForge transforms product photos into complete marketing campaigns using AWS Bedrock.

It analyzes your product image to understand its features, target audience, and mood. Then, it generates a suite of marketing assets:

• Professional product photography (Studio, Luxury, or Playful styles)
• Instagram captions and hashtags
• Email subject lines
• Ad headlines and copy

Tech Stack

• Frontend: React, Vite, TailwindCSS
• Backend: Python, FastAPI
• AI: AWS Bedrock (Nova Lite for vision/text, Nova Canvas for image generation)

Setup

1. Backend

   cd backend
   cp .env.example .env  # Add your AWS credentials
   poetry install
   poetry run uvicorn app.main:app --reload

2. Frontend

   cd frontend
   npm install
   npm run dev

3. Usage Open http://localhost:5173, upload a product image, and click Generate.

API

POST /api/campaign Accepts a base64 image and optional style parameter. Returns analyzed product details, generated marketing copy, and a styled product image.