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Fortgeschrittene Techniken für Prompts

In: Prompt Engineering im Unternehmen – eine Einführung

Author

Listed:
  • Daniel Koch

    (Valisory GmbH)

  • Andreas Kohne

    (Valisory GmbH)

  • Nils Brechbühler

    (Valisory GmbH)

Abstract

Zusammenfassung In diesem Kapitel werden fortgeschrittene Techniken für das Erstellen von erfolgreichen Prompts vorgestellt. Dabei werden zunächst die sogenannten Zero-, One-, und Few-Shot-Prompts beschrieben, die anhand einer unterschiedlichen Anzahl von Beispielen dem LLM den Weg zur Lösung des eigentlichen Problems aufzeigen. Danach wird das Cognitive-Verifier-Muster erläutert. Dabei erfragt das LLM eigenständig wichtige Informationen, die zur Lösung der Aufgabe notwendig sind. Es folgen noch die Chain-of-Thought-Prompts, bei denen die Lösung gemeinsam mit dem LLM in einzelnen Schritten erarbeitet werden und die Multi-Rollen-Analyse, bei der das LLM in unterschiedlichen Rollen agiert und sich somit der Lösung des Problems von unterschiedlichen Richtungen aus nähert.

Suggested Citation

  • Daniel Koch & Andreas Kohne & Nils Brechbühler, 2025. "Fortgeschrittene Techniken für Prompts," Springer Books, in: Prompt Engineering im Unternehmen – eine Einführung, chapter 4, pages 71-79, Springer.
    • Handle: RePEc:spr:sprchp:978-3-658-47699-1_4
    DOI: 10.1007/978-3-658-47699-1_4
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