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arXiv9h ago
4.8

LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval

He Cheng, Yifu Wu, Saksham Khatwani, Maya Kruse, Dmitriy Dligach, Timothy A. Miller, Majid Afshar, Yanjun Gao

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Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorytool
Topics
raginference

Opportunity Brief

Build a high-performance Knowledge Graph retrieval engine that is hardware-optimized for multi-hop queries. This bridges the gap between massive KGs and real-time LLM inference in production environments.

Suggested repo: logos-graph

"Hardware-accelerated graph reasoning for LLMs."

Estimated effort: 80h