Automatisierte Konfiguration von Prädiktiven Analysen unter Verwendung Neuronaler Sprachmodelle

Details

Veröffentlichungs-Nr.

EP4718323

Anmeldetag

8. September 2025

Veröffentlichung

1. April 2026

Rechtsraum

EP

Abstract

A computing system leverages large language models to automate the configuration and execution of predictive analytics techniques. The system receives input identifying a data set and generates prompts to extract necessary information from predictive analytics documentation, or a representation thereof. The large language model processes requests to generate commands to create computing objects for use in carrying out the predictive analysis, as well as to configure procedures for executing the selected predictive analytics technique. The system helps ensure data set compliance with prerequisites of a predictive analytics technique by generating and executing code to preprocess the data. Similarity searches can be performed in a vector database to identify relevant predictive analytics techniques and their requirements. The system supports both user-specified and automatically identified predictive analytics techniques.

Anmelder

Firma

SAP SE

Land

🇩🇪 Deutschland