If you have a collection of FAQs that you want to be easily accessible for your business users, then a chatbot might be the answer. This blog explains how to create such a (non-hallucinating) chatbot on SAP's Business Technology Platform by leveragin...
Practical usage of the HANA Cloud Vector Engine following it's general availability.
In this blog post series, we will explore various options for running popular open-source Large Language Models to like LLaMa 3, Phi3, Mistral, Mixtral, LlaVA, Gemma etc., in SAP AI Core, which complements SAP Generative AI Hub with self-hostsed open...
SAP Business AI is already embedded in the SAP applications that customers use to run their most critical business processes. With SAP Business AI, you are empowered to interact with SAP software through Joule – SAP’s copilot available across SAP app...
SAP HANA Cloud graph is more for custom graph algorithm development and analysis, the SAP Datasphere knowledge graph is an automated capability that provides a rich context for generative AI use cases by capturing complex data relationships and metad...
SAP's suite of AI SDKs empowers organizations to unlock the full potential of artificial intelligence and seamlessly integrate AI capabilities into their applications and workflows. From managing AI scenarios and workflows to deploying machine learni...
It’s no surprise that generative artificial intelligence (GenAI) is starting to have a profound impact on businesses. With its ability to unlock valuable insights, help make better decisions, automate tasks, and personalize experiences, the use cases...
In this article, I delve into Advanced RAG techniques, demonstrate hosting the open-source vector database ChromaDB on SAP BTP Kyma runtime, guide you through using LlamaIndex to construct an RAG pipeline on SAP AI Core, explore HuggingFace Zephyr7b-...
In today's rapidly evolving digital landscape, enterprises are increasingly turning to artificial intelligence to drive innovation, enhance experience management, and gain a competitive edge. However, integrating high-mature AI solutions within an or...
There are numerous advantages that AI brings to businesses, highlighting its potential to enhance efficiency, productivity, decision-making, and customer satisfaction.
I introduce Multi Agent capability to help Mary, a Maintenance Manager with access to SAP Plant Maintenance. Multi Agent capability will enhance Mary's options to determine and automatically achieve her tasks with language based instructions.
Artificial Intelligence (AI) has become an integral part of the business landscape, revolutionizing industries and driving innovation. As we look at what’s already available and what’s to come, it’s evident that AI will continue to evolve and shape t...
Hello SAP Community,Welcome back after the community migration. We finally have access to our forums and blogs. In this case, I have decided to present a post, which has been postponed for several days, about predictions for 2024. Enjoy!
I explain why the new release of Generative AI Hub "Agents" will become one of the most important features of the Business Technology Platform
As we stand on the brink of a technological revolution, AI is reshaping the way we interact with the digital world. I'm here to share my insights regarding this evolving landscape, offering observations into how AI, machine learning, and other relate...
39'000 years ago, our ancestors defined the two-dimensional user interface we still stick to today. What's next?
In the realm of natural language processing, question answering over tabular data, also known as TableQA, presents a big challenge. SAP, in consequence, presents a challenge in enhancing Large Language Models' (LLMs) proficiency in reasoning over its...
AI, AI, AI... Share volume of mentioning of AI scares me – not because I believe AI is currently capable of the “Judgment Day”[1] – but because I believe we do have too many talks, and too high expectation of AI, and especially Generative AI. It’s j...
Trustworthy AI: How to make artificial intelligence (AI) understandable Why is it that people don’t trust Artificial Intelligence (AI)? The results of a recent survey puts the situation in a nutshell: (US-American) people trust AI to pick their fil...
The revolution is coming! It is closer than most people think. I have no doubt that artificial intelligence will change the world, society, the job market, our lives. You can disagree about the scale of the change, the scope of the opportunities, and...
Overview: Generative AI (Gen AI) is a rapidly evolving field with the potential to revolutionize the way we interact with enterprise data. Unlike traditional AI models, which are trained on specific tasks, Gen AI models can be trained to generate ...
What are you personally excited by that you think will make a profound difference in the way businesses operate? “I’ll admit I’m a great optimist, I’ve seen several of these paradigm shifts in the past, including one not so long ago that SAP was a p...
“Ultimately, I think the impact is going to be positive.” Andrew Kisslo, Head of Global Partner Marketing, shares his views on Artificial Intelligence and how partners can use it to enhance their digital marketing capabilities. What impact do you ...
The blog here provides guidance on developing a fundamental ML project within SAP Data Intelligence, demonstrating the creation of an ARIMA model in Python. By employing a date range and sales data, we aim to forecast sales for the next 30 days. Subs...
The October 24 episode of SAP Partner Live featured SAP experts and executives who stressed that SAP customers’ future, survival, and success hinge on leveraging the power of cloud solutions to innovate and optimize business outcomes. Key takeaways f...
Introduction This blog is a follow-up to my previously published blog A Cool use of Open AI in SAP GUI Editor | SAP Blogs. Thanks for all the feedback on this blog. Two of them were really important: How to have similar integration done from E...
The blog State of GenAI in the SAP Community 09/2023 is a great analysis of the applicability of GenAI. I had the following conversation, which you can find in the comments: Sergiu: How did you collect statistics for Overview SAP Community Insights ...
Blog 1: How ChatGPT works Blog 2: How SAP Customers are Using ChatGPT Blog 3: ChatGPT for Business Process Optimization & Data Cleansing Blog 4: ChatGPT-SAP Integration | Challenges and Solutions The promise of combining ChatGPT and SAP is ...
Summary Retrieval Augmented Generation (RAG) allows for adding knowledge from external sources into a Large Language Model (LLM) prompt. In this blog post I will be using this approach for using an LLM to retrieve data from an SAP S4/HANA system...
It has never been a more exciting time for AI! With the recent mass adoption of ChatGPT by OpenAI, Generative AI and large language models (LLMs) are dominating headlines and making AI a part of every business conversation. Join our AI community grou...
AI as an Agent of Empathy? This article explores whether AI can guess at the motivations behind actions performed by humans. Specifically, it looks at the ability of OpenAI’s ChatGPT to display, or at least mimic, ‘theory-of-mind’--that essential q...
In an era where cybersecurity threats, especially phishing, are becoming increasingly prevalent, it's crucial to understand both the strengths and limitations of machine learning tools in protecting our digital environment. SAP Labs France, in collab...
I insist that the future of SAP BTP lies in the language models, how they interact with code generation, and how we interact with code generation using LLMs to solve some fundamental challenges. A historical and growing challenge exists for an SAP en...
Artificial Intelligence (AI) has evolved from a fringe science fiction concept into a practical technology shaping multiple aspects of our daily lives. Within the broad sphere of AI, Generative AI has emerged as a particularly powerful and transforma...
Innovation Conversation: The New Frontier Artificial Intelligence is rapidly expanding into new areas, from healthcare to smart virtual assistants and from self-driving cars to checkout-free shopping. And Generative AI, which creates new ideas and co...
Customer behavior, post-pandemic economic recovery, extreme heatwaves, and drought due to climate change, inflation, supply chain disruption, and an energy crisis have caused many challenges for companies. This greatly influences the innovations that...
Thank you for coming to this blog series. In my first blog, I introduced the idea of Foundation Models for SAP and how to deploy them on our private account, private vs. public access topics, which will evolve. In my second blog, I introduced the co...
Recently I was in the car on a road trip and found myself listening to some TED Talks to help pass the time. This one particular session was around the ethical treatment of animals and, while not something I normally listen as I mainly focus on Scie...
This is a series of blogs I am writing for SAP Tech leaders who want to understand how to use Generative AI from an SAP and Enterprise perspective using the AWS platform. I know this is an immature technology, and this series of blogs will age reall...
Intro Generative AI is a pretty new set of technologies for SAP. In this series of blogs, which I believe will need to be updated frequently, I will deep dive into the options available on why applying and how to apply Generative AI for our SAP syste...
Introduction "Generative AI was mentioned several times during my recent All Hands Meeting." As a result, I investigated the basic use cases and its creative skills, as well as why it is critical for all of us to understand. As a result, I'm sharing...
Blog 1: How ChatGPT works Blog 2: How SAP Customers are Using ChatGPT Blog 3: ChatGPT for Business Process Optimization & Data Cleansing Blog 4: ChatGPT-SAP Integration | Challenges and Solutions Welcome to the second part of our fascinatin...
In the exciting world of marketing, it's all about standing out, being creative, and making an impact that resonates. And we're about to take you on a journey that will revolutionize the way you approach your marketing strategies. This isn't just ano...
NOTE: The views and opinions expressed in this blog are my own Meta have recently made available their Llama2 Large Language Models (LLM) for free, for commercial usage. https://ai.meta.com/llama/ Though they may lack the breadth and depth of kno...
Blog 1: How ChatGPT works Blog 2: How SAP Customers are Using ChatGPT Blog 3: ChatGPT for Business Process Optimization & Data Cleansing Blog 4: ChatGPT-SAP Integration | Challenges and Solutions Welcome to this blog series, where we'll exp...
NOTE: The views and opinions expressed in this blog are my own In this blog I will demonstrate how you can quickly build a custom LLM Chatbot Demo with Gradio in under 100 lines of code, running on SAP BTP. Gradio's agility makes it a quick solution...
Last year my curiosity deepened, I sought to gain a comprehensive understanding of Artificial Intelligence and Machine Learning. This led me to enroll in MIT's leading business growth 6-month course, an opportunity for which I am immensely grateful t...
Author: iatco.sergiu There are a lot of debates about how to trust Artificial Intelligence Large language models. In this blog post, I will further explore the capabilities of OpenAI API by developing an interactive application to build trust. Open...
Natural language processing enables computers to speak with humans in their native language while also automating other language-related processes. NLP, for example, enables computers to read text, hear voice, analyse it, gauge sentiment, and ident...
Imagine a world where machines can communicate intelligently, analyze vast amounts of data within seconds, and make informed decisions that push businesses to unparalleled heights. We are living in that world now. Artificial Intelligence (AI) 's dawn...
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AI-Powered Forecasting with SAC, SAP RPT & Gen AI ...
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