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Raunak Kumar

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Conference Aug 2026

Designing Persistent Intelligence in Marketing Agents: A Hybrid Memory–Retrieval Framework for Context-Aware Knowledge Generation

Large language models that enable enterprise marketing agents must have both correct knowledge underpinning and ongoing contextualization to provide quality and personalized experiences. Traditional Retrieval-Augmented Generation (RAG)is an effective system that enhances the factual accuracy, by using external sources...

Raunak Kumar, Ankur Gupta, Naveen Kumar Mylarappa et al. · 0 citations

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