https://github.com/abhi9ab/adsage

Turn website content into stunning advertisement images
https://github.com/abhi9ab/adsage

amazon-titan-image-generator aws-bedrock beautifulsoup claude fiass flask python3 rag

Last synced: 3 months ago
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Turn website content into stunning advertisement images

• Host: GitHub
• URL: https://github.com/abhi9ab/adsage
• Owner: abhi9ab
• License: mit
• Created: 2024-11-30T03:53:52.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2025-01-29T11:23:06.000Z (8 months ago)
• Last Synced: 2025-03-31T07:44:34.806Z (6 months ago)
• Topics: amazon-titan-image-generator, aws-bedrock, beautifulsoup, claude, fiass, flask, python3, rag
• Language: TypeScript
• Homepage:
• Size: 1.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# AdSage

## This project was made during Rocketium's [CreatiVerse](https://hackathon.rocketium.com/) Hackathon

![Rocketium's CreatiVerse Poster](https://github.com/user-attachments/assets/3730772a-7d62-4272-ba31-9f09a830a618)

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## Finalist at Rocketium's GenAI AWS CreatiVerse Hackathon

![Rocketium Finalist](https://github.com/user-attachments/assets/a2374208-f47d-485f-b147-9f937687cc7b)

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## 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. 

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## 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.

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## Demo 

https://github.com/user-attachments/assets/0c102f4e-d342-49f9-a9bb-83cd415f1f88

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## Tech Stack

- AWS Titan Image Generator v2  

- Claude - text summarization model  

- AWS Titan Embeddings v1  

- FAISS vector store  

- Flask   

- Next.js  

- Typescript  

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## Features

-- Text to Image Generation   

-- Implementation of RAG for context      

-- Text to Image AI agent for a particular website  

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

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## License

[MIT](https://github.com/abhi9ab/Rocketium-project/blob/main/LICENSE)

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