Popular GitHub Repositories for Sample Code

Simulate a federated setting and run differentially private federated learning.

This project provides code examples for SAP HANA Predictive and Machine Learning scenarios and is educational content. It covers simple Predictive Analysis Library SQL examples as well as complete SAP HANA design-time “ML scenario”-application content or HANA-ML Python Notebook examples.

Explore this repository for GenAI samples on SAP Business Technology Platform (SAP BTP). We provide examples for single and multitenant versions, showcasing integration of LLMs via SAP AI Core, LangChain in SAP CAP, and advanced techniques like Retrieval Augmented Generation (RAG).

Samples on how to build industry solution leveraging generative AI capabilities on top of SAP BTP and integrated with SAP S/4HANA Cloud.

A mobile application enabling bank customers to be more climate conscious while strengthening their loyalty to the bank.

SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using membership inference attacks".

SAP SMB (B1 and ByD) Assistant Bot based on SAP Conversational AI.

Sample projects to learn reinforcement learning and deep reinforcement learning in practice.

Basic sample for semantic search engine as CAP application integrating generative AI hub and SAP HANA Cloud’s Vector Engine on SAP BTP, offering scalable and powerful search capabilities.

Prompt engineering is the process of structuring an instruction that can be interpreted and understood by a generative AI model. It enhances the effectiveness and efficiency of AI systems. Prompt Engineering is critical for developing advanced AI capabilities.

Set up a seamless process where historical sales data in SAP Integrated Business Planning for Supply Chain is used to calculate the statistical forecast via a forecasting algorithm based on Prophet implemented in SAP Data Intelligence.

This project is a concrete scenario showing a broad spectrum of REST API use cases for SAP Conversational AI.