πArXiv AIβ’Stalecollected in 11h
CraniMem: Brain-Inspired Agent Memory
#agent-memory#neurocognitive#knowledge-graph#consolidationcranimemcranimemllmragmem0
π‘Brain-inspired memory makes LLM agents robust to noise on long tasks; GitHub/PyPI ready.
β‘ 30-Second TL;DR
What Changed
Neuro-inspired design with episodic buffer and knowledge graph
Why It Matters
Improves LLM agent reliability in production by stabilizing memory and reducing interference, enabling better handling of extended tasks with noise.
What To Do Next
pip install cranimem and integrate into your LLM agent for long-term memory testing.
Who should care:Developers & AI Engineers
Key Points
- β’Neuro-inspired design with episodic buffer and knowledge graph
- β’Goal-conditioned gating and utility tagging for selective retention
- β’Scheduled consolidation prunes low-utility items to bound growth
- β’Robust to distractions on long-horizon agent benchmarks
- β’Open-source code and PyPI package available
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Original source: ArXiv AI β
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