1Mr R mahendar,2 Gudipati Pradeep Chakravarti. (2026). An Optimized Context-Aware Conversational AI Architecture with Hybrid Vector–Semantic Retrieval, Redis Caching, and Adaptive Memory Prioritization. International Journal of Data Science and IoT Management System, 5(3), 289-297. https://doi.org/10.64751/