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September 10, 2025World Journal of Advanced Engineering Technology and Sciences

Domain Aware Prompt Engineering

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Authors

STSubhash TaravarthiRKRaghunath Reddy KoilakondaVBVenkatasatyaravikiran Bikkavolu

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Overview

Observational analysis shows a 95% accuracy improvement in SQL queries using domain aware prompt engineering, highlighting its effectiveness for enterprise applications.

Key Points

  • The generative ai architecture increased accuracy up to 95% using domain specific knowledge, enabling effective querying.
  • A supply chain case study revealed query times were reduced from days to minutes, boosting analyst productivity by 50%.
  • Utilizing azure services, the architecture achieved 100% security compliance and 99.9% reliability for enterprise applications.
  • Domain aware prompt engineering empowers non-technical users to craft precise SQL queries, reducing IT dependency.

Cite This Study

Taravarthi et al. (2025) studied this question.

synapsesocial.com/papers/68c1a77a54b1d3bfb60e0b49https://doi.org/10.30574/wjaets.2025.16.1.1249
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