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reorganize related projects section, add full LightMem series links #2

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Xubqpanda merged 2 commits into from
Jul 11, 2026
Merged

reorganize related projects section, add full LightMem series links #2

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5b1d12a
reorganize related projects section, add full LightMem series links
Ylr9933 Jul 11, 2026
c683363
update readme.
Ylr9933 Jul 11, 2026
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16 changes: 14 additions & 2 deletions README.md
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Expand Up @@ -67,6 +67,7 @@ LightMem2 is intended to host multiple long-running-agent components over time.
* <a href='#citation'>📄 Citation</a>
* <a href='#contributing'>🤝 Contributing</a>
* <a href='#contributors'>🎉 Contributors</a>
* <a href='#related-works'>📚 Related Works</a>
* <a href='#community'>💬 Community</a>

<span id='news'/>
Expand Down Expand Up @@ -634,6 +635,7 @@ Please cite our paper if you use LightMem2 in your work.

We welcome bug fixes, host adapter improvements, onboarding fixes, tests, and documentation updates, see [CONTRIBUTING.md](./CONTRIBUTING.md) for more details.

<span id='contributors'/>

## 🎉Contributors

Expand All @@ -642,15 +644,25 @@ We welcome bug fixes, host adapter improvements, onboarding fixes, tests, and do
</a>

We thank all the contributors to this project, more contributors are welcome!
#### Other Related Projects

<span id='related-works'/>

## 📚 Related Works

### LightMem Series
This repository belongs to ZJUNLP LightMem series, focusing on solving context bloat, excessive token consumption and low cache utilization for long-running LLM agents:
- [LightMem](https://github.com/zjunlp/LightMem) — Lightweight memory-augmented generation
- [LightMem2](https://github.com/zjunlp/LightMem2) — This repo, multi-host runtime modular framework for agents
- [LightMem-Ego](https://github.com/zjunlp/LightMem-Ego) — Temporal memory extension for ego-centric autonomous agents

### Other Related Projects

- [LLMLingua-2](https://github.com/microsoft/LLMLingua) — Token-level prompt compression
- [SelectiveContext](https://github.com/liyucheng09/Selective_Context) — Self-information-based context reduction
- [Pichay](https://github.com/fsgeek/pichay) — Demand paging for LLM context windows
- [MemoBrain](https://github.com/qhjqhj00/MemoBrain) — Executive memory for long-horizon reasoning agents
- [AgentSwing](https://github.com/Alibaba-NLP/DeepResearch) — Adaptive parallel context management routing for web agents
- [MemOS](https://github.com/MemTensor/MemOS) — Memory operating system for LLM agents
- [LightMem](https://github.com/zjunlp/LightMem) — Lightweight memory-augmented generation
- [Headroom](https://github.com/chopratejas/headroom) — Compresses everything when AI agent reads

<span id='community'/>
Expand Down
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