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Integrating Retrieval-Augmented Generation with Fine-Tuned TinyLlama for Domain-Specific Applications: Enhancing Data Sovereignty and Localised Compliance

Human resource (HR) departments in small and medium enterprises face challenges such as high operational costs, regulatory compliance, and routine task management, compounded by limited computing resources and data privacy concerns. To address these issues, we introduce a lightweight, on-premises la...

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Principais autores: Kenneth Meng Yong Wong, Wei Jie Wong, Chi Wee Tan
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-03-01
Serier:Engineering Proceedings
Fag:
data sovereignty
domain-specific
tinyllama
on-premises ai
edge deployment
Online adgang:https://www.mdpi.com/2673-4591/128/1/6
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