← heapsort
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.

Read original β†—