Dear SAP Community,
Did you get the chance to get your hands on the AI Foundation on SAP Business Technology Platform (SAP BTP) yet?
AI Foundation is SAP’s all-in-one AI toolkit, offering developers AI that’s ready-to-use, customizable, grounded in business data, and supported by leading generative AI foundation models. It is also the basis for AI capabilities that SAP embeds across its portfolio.
For more information about the different layers of the AI Foundation stack represented below, we suggest you reading this blog post.
In Q4 2023, our teams delivered a set of product innovations for the AI Foundation so you can build relevant, reliable and responsible AI-infused business applications and extensions with security, governance and trust in mind. Let's delve into the highlights!
We have supercharged our existing Document Information Extraction service with generative AI capabilities and launched Document Information Extraction, premium edition.
Users can now process documents intelligently across their entire business, with:
With no manual annotation and resource-intensive ML training required anymore, business document processing use cases can be onboarded in days, not weeks or months, reducing the time-to-value drastically.
To get started, read this blog post by our product manager and complete this tutorial.
Users can now use an intuitive user interface to consume the Document Translation service from SAP Translation Hub. This comes in addition to the existing API and makes it quick and easy for users to machine translate their documents and texts.
The service can be enabled using a booster, which allows users with an SAP Translation Hub license to configure the service without having to technically interact with SAP Business Technology Platform. Document Translation from SAP Translation Hub is already available on the multi-cloud Foundation for SAP BTP, and we are working to complete our migration of the remaining SAP Translation Hub functionalities from the Neo environment in early 2024.
Get started with this blog post and watch the video below.
You can now fast-track your generative AI development of SAP BTP apps with the new Generative AI Hub, giving you instant access to a broad range of large language models (LLMs) from different providers, such as GPT-4 by Azure OpenAI or OpenSource Falcon-40b.
With this access, you’ll be able to orchestrate multiple models, whether programmatically via SAP AI Core or via the playground within SAP AI Launchpad.
The generative AI hub provides tooling for prompt engineering, experimentation, and other capabilities to accelerate the development of BTP applications infused with generative AI, in a secure and trusted way. AI development teams can submit a prompt to multiple LLMs, compare the generated outcomes to identify the best-suited model for the task, and gain greater control and transparency with the built-in prompt history.
Read this blog post from our product manager to learn more or start the tutorial right away.
We introduced a FairML function for PAL algorithms, to mitigate unfairness in machine learning model predictions related to affected groups identified by features such as gender, race, age, or other protected classes. This new FairML function supports hybrid gradient boosting tree (HGBT) binary classification and regression models.
It enables data scientists and application developers using SAP HANA Cloud to:
This example shows how to build a FairML classifier model and how the model mitigates harm to affected age-groups indicated by balancing the false positive rage (FPR) of the model
If you want to find out more about how you can ensure ethical and responsible AI practice using the new capabilities in SAP HANA Cloud, check out the links below:
▶︎ Get started with the AI Foundation on SAP Discovery Center, by comparing and selecting the service that fits most to your business needs.
▶︎ Explore the AI Foundation roadmap to discover our past and upcoming product innovations in 2024 and beyond.
▶︎ Engage with our community of SAP experts through blog posts and the SAP Answers platform.
▶︎ Don't miss this session on February 8 to get an overview of how AI is infused into SAP BTP, as well as the capabilities for developers, administrators, and users at your company.
See you next quarter!
You must be a registered user to add a comment. If you've already registered, sign in. Otherwise, register and sign in.
User | Count |
---|---|
30 | |
17 | |
9 | |
9 | |
8 | |
7 | |
7 | |
6 | |
6 | |
6 |