cross-chart-rag

ChartWalker introduces a novel framework for cross-chart retrieval-augmented generation (RAG) using hierarchical knowledge graph construction and structure-aware sampling. It releases a challenging benchmark (ChartWalker-Bench) and an agentic baseline (ChartWalker-Agent), revealing significant performance gaps in current RAG paradigms.