MIRIX: A Modular Multi-Agent Memory System for Enhanced Long-Term Reasoning and Personalization in LLM-Based Agents
Recent developments in LLM agents have largely focused on enhancing capabilities in complex task execution. However, a critical dimension remains underexplored: memory—the capacity of agents to persist, recall, and reason over user-specific information across time. Without persistent memory, most LLM-based agents remain stateless, unable to build context beyond a single prompt, limiting their usefulness in…
