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Xmas Cards the EMBRIO.tech Way!

By Filippo12/7/2023

As the holiday season approaches, we wanted to add a special touch to our greetings for customers, partners, and friends. So, this year, we decided to blend technology and tradition by using artificial intelligence to create tailor-made handwritten Christmas cards.

Crafting Personalized Messages with ChatGPT

Our journey begins with ChatGPT, an advanced language model that is able to craft unique and personalized messages for each recipient, based on custom hints and a set of information collected in a google sheet. What better way to express our gratitude and well-wishes than with individualized and contextualized messages?

Unique Handwriting, Thanks to AI Synthesis

To elevate the personalization even further, we employed another generative AI model to create a custom handwritten card. Thanks to the scientific groundwork by Alexander Graves and the pioneering work on github from sjvasquez, we could repurpose an open-source AI handwriting synthesis algorithm for the crafting of our cards. Each letter is distinct, mirroring the uniqueness of real calligraphy. Our goal was not just to send a holiday greeting but to create a tangible and memorable experience for each person on our list.

The Human Touch of Automation

Finally, our writing robot takes the stage, seamlessly putting the AI-generated messages and their calligraphy onto paper. The technology serves as a tool, allowing us to scale the personalization without losing the essence of sincerity.

An Open-Source Endeavour

We wrapped everything into a lo-fi style and nostalgic terminal based application built on top of the Python Textual framework. As in the creation of this workflow, we took advantage of many open-source projects; as a token of appreciation, we are giving back the results to the community publishing our results on github. It's a testament to the incredible possibilities that the open-source community provides, allowing us to achieve quickly innovative feats in today's digital landscape. Want to try it? Check out our GitHub Repository.

As the year draws to a close, we extend our warmest wishes to you. May this holiday season be filled with joy, and moments that matter.

Warm regards from The EMBRIO.tech Team

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