RESEARCH31
Cognis: Context-Aware Memory for Conversational AI Agents
arXiv CS.CLΒ·April 23, 2026
Lyzr Cognis introduces a unified memory architecture for conversational AI agents, addressing the lack of persistent memory through a multi-stage retrieval pipeline. It combines a dual-store backend, context-aware ingestion, and temporal boosting, achieving state-of-the-art performance on two independent benchmarks.
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