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arXiv2h ago
4.6

Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction

Mingchen Li, Jiatan Huang, Zonghai Yao, Hong yu

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorypaper
Topics
raghealthcareinference

Opportunity Brief

Develop a lightweight internal memory retrieval system that bypasses heavy external vector stores, optimized specifically for fast-access medical contexts. This provides the safety of RAG without the massive latency penalty.

Suggested repo: fast-mem

"RAG speed that keeps up with clinical real-time needs."

Estimated effort: 70h