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Enhanced RAG System with AI Judge by Асылхан Геният is a document available to read on EtoBox.
This study introduces a fine-tuning enhanced retrieval-augmented generation (RAG) system that integrates fine-tuned large language models (LLMs) with vector databases to improve communication within homeless shelters. Key innovations include the use of LoRA and QLoRA methodologies for efficient model refinement and the introduction of a Quantized Influence Measure (QIM) as an AI judge to enhance result selection accuracy. The research aims to provide better access to essential resources for underserved popu
- Author
- Асылхан Геният
- Language
- EN