Knowledge Graph Specialist

Overview

knowledge_graph wraps patterns from abhigyanpatwari/GitNexus for code entity extraction and graph construction, and topoteretes/cognee for Graph RAG retrieval.

Given any source string, the specialist hashes that string and constructs a synthetic graph-shaped response. It returns artificial entity lists, relevance scores, and relationship paths for exercising downstream contracts. It does not parse or cite the named artifact.

The specialist is stateless. Each execute call creates a new graph UUID and self-contained result; there is no previously built graph to retrieve across calls.

Those descriptions are interface goals, not current data processing. The implementation hashes the source string and generates artificial counts, entities, scores, and paths; it has no stored graph.