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Knowledge Graph Engine

Knowledge Graph Engine

AgentWiki features a dual-layer knowledge graph combining explicit human links with implicit semantic relationships and AI-extracted entity connections.

The 6 Typed Relationships

  1. relates-to: General associative relationship between concepts.
  2. depends-on: Strict dependency or prerequisite requirement.
  3. extends: Conceptual expansion or inheritance.
  4. references: Citation or supporting evidence.
  5. contradicts: Opposing viewpoint or superseded decision.
  6. implements: Concrete implementation of an abstract architecture or RFC.

Graph Algorithms

  • BFS Traversal: N-hop neighborhood discovery (depth 1 to 3).
  • Shortest Path: Dijkstra / BFS pathfinding between any two knowledge nodes.
  • Ego Networks: Focused subgraphs centered on a specific document.
  • Graph AI Extraction: Automated entity and relationship extraction using Workers AI models (GLM-5.2, Kimi K2.7 Code, Gemma 4).