Review
Open access
Oct 2026
From Retrieval to Evidence: A Task-Adaptive Two-Layer Knowledge Architecture for LLM Agents
A task-adaptive two-layer methodology combining a compact, reviewed knowledge layer for orientation and cross-source synthesis with a versioned evidence layer for exact lookup and claim support is presented.
A. Volkov, Taras Pustovoy, Dmitriy Istomin et al.
· Machine Learning and Knowled... · 0 citations