isage-neuromem 0.2.1.11

NeuroMem - Brain-inspired memory system for AI agents with multi-modal storage

Love grows from the smallest of memories ~

| 中文文档 | Developer Slack |

🔥 Welcome! NeuroMem is a subproject of SAGE, dedicated to exploring memory systems for large language models.

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Publication

This repository supports the NeuroMem memory runtime described in the following paper:

• Ruicheng Zhang et al. "Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs." ICML 2026.

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Getting Started

Install neuromem with pip :

pip install isage-neuromem

For development, clone the repo and use the provided quickstart script:

git clone https://github.com/intellistream/NeuroMem.git
cd neuromem
./quickstart.sh

This will set up a local development environment (virtualenv + dependencies) suitable for running tests and benchmarks. You can then:

• Explore examples in examples/
• Run the benchmark suite in benchmarks/
• Dive into the core implementation under sage/neuromem/

License

Apache-2.0 License - see LICENSE file for details.