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Turn website content into stunning advertisement images

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AdSage

This project was made during Rocketium's CreatiVerse Hackathon

Rocketium's CreatiVerse Poster


Finalist at Rocketium's GenAI AWS CreatiVerse Hackathon

Rocketium Finalist


Problem Statement

The #CreatiVerse Hackathon challenges teams to build AI tools that reshape global brand marketing. Projects can focus on creating scalable ad content, automating ad reviews, or analyzing ad performance to deliver data-driven insights.


Overview

Our AI-powered web application that transforms website content into unique advertisement images. By analyzing a company's website URL, the app uses retrieval-augmented generation (RAG) to extract key themes and generates contextually relevant marketing visuals using AWS Bedrock's Titan v2 model. Users can input custom prompts to further refine the AI-generated advertisement images, creating tailored visual content that reflects the essence of the website's brand and messaging.


Demo

rocketium.demo.mp4

Tech Stack

  • AWS Titan Image Generator v2
  • Claude - text summarization model
  • AWS Titan Embeddings v1
  • FAISS vector store
  • Flask
  • Next.js
  • Typescript

Features

-- Text to Image Generation
-- Implementation of RAG for context
-- Text to Image AI agent for a particular website


Certificate: https://drive.google.com/file/d/1KTMOARYyfWctQkur6vEW5w0nAiARFVAZ/view?usp=drive_link


License

MIT