Open Biomedical Knowledge Graphs at Scale: Construction, Federation, and AI Agent Access with Samyama Graph Database

arXiv:2603.15080 · cs.DB, cs.AI, q-bio.QM · Submitted 2026-03-16 · Read on arXiv

cs.DB, cs.AI, q-bio.QM

Submitted: 2026-03-16

Updated: 2026-10-30

Terminology

• Knowledge Graph — 2× in this paper · explained in 8 episodes
• Knowledge graphs — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes

Related papers

• SAGA: Synthetic Agentic Graph Architecture for Temporal Benchmark Generation
• Cost-Aware Mixture-of-Experts Coordination for Model Markets
• Amora: Communication-Efficient Private Approximate Nearest Neighbors Search
• Vibe Coding on Trial: Operating Characteristics of Unanimous LLM Juries
• Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering
• MetaJoin: Adaptive Join Selections for Heterogeneous Tables