By Akshay Suresh, Thiyaneshwaran D

This paper explores novel approaches to state management in highly interactive, TIA-driven web applications. We propose a hybrid model that synchronizes local vector stores with remote knowledge graphs, minimizing latency while preserving consistency across concurrent agent executions.