Computerimplementiertes Verfahren und Vorrichtung zum Zugriff auf Daten Bezüglich eines Komplexen Systems

Details

Veröffentlichungs-Nr.

EP4742097

Anmeldetag

7. November 2024

Veröffentlichung

13. Mai 2026

Rechtsraum

EP

IPC

G06N3/045

Abstract

Modern chatbots and so-called co-pilots (software systems that performs a task in interaction with a user) can assist in a wide range of tasks, from explaining the workings of a machine to answering queries to providing troubleshooting recommendations, and even generating code for specialized industrial devices. However, the repetitive invocation of LLM requests for function evaluation and planning also poses challenges: regarding Time and Money: the cost of token generation by the LLM is quite high, repetitive invocation implies higher expenditures. The presented invention solves the problem mentioned by developing a strategy that focuses on two key aspects. • The first aspect involves the storage of previous experiences and observations in a way that it becomes a knowledge base, so much so, that conclusions can be drawn solely from the knowledge base without even contacting the LLM. • The second aspect is the implementation of an algorithm that utilizes the knowledge base and the LLM to fulfill user instructions and explore new actions. This dual-pronged approach ensures that the system is both reactive, in that it can respond to immediate user instructions based on past experiences, and proactive, in that it can explore new actions that may not have been explicitly instructed by the user. In the following sections, both aspects are discussed in detail, explaining how they contribute to the overall functionality of the solution.

Anmelder

Firma

Siemens Aktiengesellschaft

Land

🇩🇪 Deutschland