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Merge branch 'dev' into feat/illumination
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.gitignore

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.env
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evaluation/scripts/personamem
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# benchmarks
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benchmarks/
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# Byte-compiled / optimized / DLL files
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__pycache__/
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*.py[cod]

README.md

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@@ -251,8 +251,9 @@ MemOS is licensed under the [Apache 2.0 License](./LICENSE).
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Stay up to date with the latest MemOS announcements, releases, and community highlights.
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- **2025-07-29** – 🎉 MemOS v0.2.2 (Nebula Update): Internet search+Nebula DB integration, refactored memory scheduler, KV Cache stress tests, MemCube Cookbook release (CN/EN), and 4b/1.7b/0.6b memory ops models.
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- **2025-07-21** – 🎉 MemOS v0.2.1 (Neo Release): Lightweight Neo version with plaintext+KV Cache functionality, Docker/multi-tenant support, MCP expansion, and new Cookbook/Mud game examples.
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- **2025-08-07** - 🎉 *MemOS v0.2.3 (Our Very First MemCube)*: A word game to inspire user engagement (MemCube), enhanced LongMemEval, BochaAISearchRetriever integration, NebulaGraph database support, improved search contextual understanding and semantic control, bug fixes, and our official Playground.
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- **2025-07-29** – 🎉 *MemOS v0.2.2 (Nebula Update)*: Internet search+Nebula DB integration, refactored memory scheduler, KV Cache stress tests, MemCube Cookbook release (CN/EN), and 4b/1.7b/0.6b memory ops models.
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- **2025-07-21** – 🎉 *MemOS v0.2.1 (Neo Release)*: Lightweight Neo version with plaintext+KV Cache functionality, Docker/multi-tenant support, MCP expansion, and new Cookbook/Mud game examples.
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- **2025-07-11** – 🎉 *MemOS v0.2.0 (Cross-Platform)*: Added doc search/bilingual UI, MemReader-4B (local deploy), full Win/Mac/Linux support, and playground end-to-end connection.
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- **2025-07-07** – 🎉 *MemOS 1.0 (Stellar) Preview Release*: A SOTA Memory OS for LLMs is now open-sourced.
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- **2025-07-04** – 🎉 *MemOS Paper Released*: [MemOS: A Memory OS for AI System](https://arxiv.org/abs/2507.03724) was published on arXiv.

src/memos/configs/mem_scheduler.py

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class GeneralSchedulerConfig(BaseSchedulerConfig):
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model_config = ConfigDict(extra="ignore", strict=True)
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act_mem_update_interval: int | None = Field(
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default=300, description="Interval in seconds for updating activation memory"
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)

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