Infini Memory: Maintainable Topic Documents for Long-Term LLM Agent Memory

In three linesInfini Memory proposes a persistent memory architecture for LLM agents using topic-structured documents. Observations are periodically consolidated into coherent textual contexts, and retrieval occurs through iterative tool calls rather than single-step lookup. On MemoryAgentBench, the system achieves 64.7% overall score.

Summary generated by Claude — human-verified