Generative AI is the talk of the town, and I jumped at the chance to explore it firsthand, particularly the Generative AI Hub in the SAP AI Core showcased at SAP TechEd 2023. As an introduction to the topic I have found the following blog post very insightful when I started my Generative AI journey:
https://blogs.sap.com/2023/11/30/ai-foundation-saps-all-in-one-ai-toolkit-for-developers/
In this blog post, I'll share my journey into the world of Generative AI (which I will refer to as Gen AI henceforth) on SAP Business Technology Platform (SAP BTP) , highlighting the steps and insights gained while working with this cutting-edge technology.
Use Case
'Tis the season of joy, laughter, and of course, delightful feasts! As Christmas approaches, the excitement of hosting friends for a festive dinner is palpable, but so is the reality of Alex, a techie's busy life filled with numerous tasks and responsibilities.
Picture this: Alex is a tech enthusiast, armed with a stack of cherished recipe books, eagerly gearing up to create a memorable Christmas dinner. However, the clock is ticking, and time is a luxury. In the midst of managing household chores and work commitments, the need for a swift and efficient solution becomes apparent.
In the midst of holiday hustle and bustle, our techie friend had a brilliant idea. Why not enlist the help of Santa himself, not as the jolly gift-giver but as a tech-savvy chatbot ready to assist in the kitchen? Imagine Santa donning a digital apron, armed with a bag of culinary shortcuts and festive hacks. Embracing the power of artificial intelligence, our techie friend has decided to embark on a Christmas culinary adventure with the assistance of Generative AI Hub in SAP AI Core. The goal? To unlock the potential of smart solutions, streamline the recipe selection process, and ultimately transform the holiday cooking experience.
Join us on this journey as we delve into the world of technology-meets-culinary creativity. Discover how a tech-savvy individual navigates the challenges of time constraints, taps into the knowledge base, and curates a Christmas dinner that combines tradition with cutting-edge efficiency.
In addressing the challenges Alex faces with the overwhelming amount of recipes, we're considering a solution that aligns with the cutting-edge capabilities of our Generative AI Hub in SAP AI Core. Imagine a scenario where Alex can simply upload the relevant cookbooks and effortlessly query to get the desired recipe. In the above figure LLM refers to Large Language Model.
This innovative approach not only saves her precious time but also ensures instant and apt responses. With the power of Generative AI Hub in SAP AI Core, Alex can receive clear and concise insights into the cooking procedures without the need to extensively read through each cookbook.
In this blog post, we'll explore the AI-driven wonders that make recipe selection a breeze, share some mouthwatering dishes to grace your festive table, and celebrate the harmonious blend of tech and tradition. Get ready to embrace the festive spirit with a touch of technological flair! 🎄✨
Technical Architecture
Based on the Reference Architecture provided for Retrieval Augmented Generation with GenAI on SAP BTP as below, we are using the foundation model from the Generative AI Hub in SAP AI Core and we have deployed our applications on the SAP BTP Kyma:
Demo
Conclusion
As we wrap up our journey into the heartwarming fusion of technology and Christmas cheer, I hope you've caught a glimpse of the magic that unfolds when a techie embarks on a festive culinary adventure. This may be a playful concept, but the real magic lies in the joy of bringing loved ones together around a table filled with delicious creations.
So, dear readers, as you prepare to don your aprons and embark on your own holiday cooking escapades, may the spirit of the season infuse your kitchen with warmth and laughter. Whether you're following traditional recipes or embracing tech-inspired shortcuts, the true essence of Christmas lies in the love shared and memories created.
Wishing you a Merry Christmas filled with delightful flavors, cherished moments, and the joy of sharing a table with those you hold dear. Until our next adventure, may your days be merry and bright, and your heart be light with the spirit of the season.
Credits
I would like to thank gunteralbrecht for all the help and support in the development and always encouraging to explore the latest technologies.
References
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