FluctlightDB paper preprint v1.0
Pre-release
Pre-release
FluctlightDB paper preprint v1.0
Title: FluctlightDB: A Memory Model of Data for AI Agents
Headline results
| Benchmark | Result |
|---|---|
| LoCoMo evidence recall (10 conv, k=150) | 98.1% |
| BEIR SciFact nDCG@10 | 0.645 |
| FAMB macro (index / agent) | 98% / 97% |
Artifacts in this release
- LaTeX source:
papers/arxiv-v1/ - Frozen metrics:
benchmarks/results/2025-06-22.json - Engine:
pip install "fluctlightdb[native]"
Cite
Use Zenodo DOI (after Zenodo release) or CITATION.cff.
Reproduce
See benchmarks/README.md.