My project, “A Contextual Memory Framework for Privacy-Preserving Local Cognitive Agents using SLM,” aims to develop an intelligent AI system that remembers previous conversations, user preferences, and important information across sessions while protecting user privacy. It uses a Small Language Model (SLM), structured memory modules, context-aware retrieval, and privacy mechanisms to enable personalized AI interactions locally without relying on cloud services.
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Harshal Gadekar (2026) studied this question.
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