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Mitigating Prompt Dependency in Large Language Models: A Retrieval-Augmented Framework for Intelligent Code Assistance

<b>Background</b>: The implementation of Large Language Models (LLMs) in software engineering has provided new and improved approaches to code synthesis, testing, and refactoring. However, even with these new approaches, the practical efficacy of LLMs is restricted due to their reliance on user-give...

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Principais autores: Saja Abufarha, Ahmed Al Marouf, Jon George Rokne, Reda Alhajj
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-01-01
Serier:Software
Fag:
large language model (LLM)
code assistance tool
retrieval-augmented generation (RAG)
software
software engineering
Online adgang:https://www.mdpi.com/2674-113X/5/1/4
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