PromptXpert: The AI for Better Answers

The burgeoning field of Artificial Intelligence (AI) and Large Language Models (LLMs) has profoundly amplified the importance of prompt engineering. However, prevailing manual and automated (APE) methods continue to grapple with significant challenges, including inefficiency, a notable lack of transparency, and burdensome computational demands. This paper introduces PromptXpert, a novel theoretical layered architecture meticulously designed to surmount these limitations. It offers a holistic and integrated solution for advanced AI prompt optimisation, systematically refining prompts through a multi-layered process.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-02
DOI
https://doi.org/10.5281/zenodo.15815713
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
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article

PromptXpert: The AI for Better Answers

Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
article

PromptXpert: The AI for Better Answers

article en

Abstract

The burgeoning field of Artificial Intelligence (AI) and Large Language Models (LLMs) has profoundly amplified the importance of prompt engineering. However, prevailing manual and automated (APE) methods continue to grapple with significant challenges, including inefficiency, a notable lack of transparency, and burdensome computational demands. This paper introduces PromptXpert, a novel theoretical layered architecture meticulously designed to surmount these limitations. It offers a holistic and integrated solution for advanced AI prompt optimisation, systematically refining prompts through a multi-layered process.

Zenodo (CERN European Organization for Nuclear Research)
Centro de Estudos Educação e Sociedade (BR)
Openalex Percentile: Top 75%
Topic Modeling
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PromptXpert: The AI for Better Answers · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS