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 14. **Letta (MemGPT): Towards LLMs as Operating Systems**
     Charles Packer, Vivian Fang, Shishir G. Patil, et al. *arXiv 2023*. [[Paper](https://arxiv.org/abs/2310.08560)] [[Github](https://github.com/letta-ai/letta)]
 
+15. **FluctlightDB: A Memory Model of Data for AI Agents**
+    Ganesh S. *Zenodo 2026*. [[Paper](https://doi.org/10.5281/zenodo.20949890)] [[Github](https://github.com/voxmastery/FluctlightDB)]
+    Embedded database engine for AI agents with native `experience()`/`activate()` operations and hybrid episodic-vector retrieval.
+
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