Artificial Intelligence and Machine Learning Blogs
Explore AI and ML blogs. Discover use cases, advancements, and the transformative potential of AI for businesses. Stay informed of trends and applications.
Struggling to keep your LLM-based GenAI solutions running smoothly under heavy workloads? In this blog, discover how SAP Cloud Logging Service can provide end-to-end visibility—turning logs and traces...
IntroductionHave you ever stared at your analytics dashboard, wishing it could do more—like answer your questions without having to solely search, filter, and drill into your data? Well, guess what – ...
The text discusses the importance of AI agents and structured outputs in enterprise applications, particularly in the context of SAP systems. Here's a summary of the key points:## AI Agents and Tool C...
Meta released Llama 3.1 405B model a few days ago, and well I have some exciting news if you think "why should I care", I will tell you 3 reasons why you should consider it.The first Open Source LLM t...
Unleash Open-Source Text Embeddings in SAP AI Core with InfinityThis blog post dives into using open-source Text Embedding Models within SAP AI Core. It explores the "Bring Your Own Model" (BYOM) appr...
In this blog post, we'll have an end-to-end technical deep dive into the option of bringing open-source LLMs into SAP AI Core through a Custom Inference Server with Hugging Face Transformers Library.E...
If your goal is to build an AI Agent that connects and interacts with SAP applications, the SAP Business Technology Platform (SAP BTP) is an excellent choice for several reasons:Integration with SAP A...
In this blog post, we'll have an end-to-end technical deep dive into the first option of bringing open-source LLMs within SAP AI Core through Ollama.A quick glance at OllamaDeploy and Run Ollama in SA...
Discover how we leveraged Generative AI to elevate your experience at Sapphire 2024! Dive into the behind-the-scenes story of our innovative tool designed to help Account Executives recommend sessions...
Unleash the power of AI and augment your applications with Retrieval-Augmented Generation. Dive into the world of large language models with this simple guide on building Python RAG applications using...
Retrieval-Augmented Generation (RAG) techniques significantly improve the contextual relevance of large language model (LLM) outputs by incorporating real-time database lookups. SAP HANA Cloud vector ...
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 comple...