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Shubhranshu Mallick

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Open access Sep 2026

Retrieval-Augmented Generation (Rag) Chatbots for Education

Retrieval-Augmented Generation (RAG) has emerged as a transformative approach for enhancing the capabilities of conversational artificial intelligence by integrating large language models with external knowledge retrieval mechanisms. In the educational domain, RAG-powered chatbots address limitations of traditional AI...

Kamalakant Pradhan, Swarnaprabha Pradhan, Shubhranshu Mallick et al. · 0 citations

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