Author

Sourav Sarkar

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Conference Aug 2026

Retrieval-Augmented Generation (RAG): Architectures, Evaluation Metrics, and Security Challenges in Large Language Models

Retrieval-Augmented Generation (RAG) is a sophisticated approach employed to enhance the efficiency of Large Language Models (LLMs). Most of the existing LLMs primarily rely on pre-trained data, which can be either obsolete or insufficient at times, hence providing suboptimal outcomes. To mitigate this problem, RAG beg...

Asker Shariff Subahan, S. Khan, Sourav Sarkar et al. · 2026 International Conferenc... · 0 citations

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