Architecture and Beyond

Jul 18, 2026 · Artificial Intelligence

New RAG Approaches: Exploring SAG and OpenViking

The article analyzes two emerging RAG strategies—SAG, which rebuilds relational structure with dynamic SQL hyperedges, and OpenViking, which treats agent context as a virtual file system—detailing their architectures, benchmarks, limitations, and guidance on when to adopt each.