⚠ Switch to EXCALIDRAW VIEW in the MORE OPTIONS menu of this document. ⚠ You can decompress Drawing data with the command palette: ‘Decompress current Excalidraw file’. For more info check in plugin settings under ‘Saving’

Excalidraw Data

Text Elements

GraphRAG Local Search

User Query

Extract Key Entities

LLM identifies entities

Traverse Graph

k-hop neighborhood

Return Subgraph

Context for LLM

Example Subgraph

SpaceX

Elon Musk

Starship

Tesla

Mars Missions

“What rockets has SpaceX built?”

Entities: SpaceX, rockets

→ LLM Answer Generation