Skip to content

Semantic Surface

Semantic enrichment uses two main types:

  • GraphBuilderSemanticEnricher
  • GraphBuilderSemanticFragment

The enricher receives items, extractions, the current graph, and runtime options, then returns additional nodes, edges, hyperedges, warnings, and optional model usage.

This keeps semantic behavior explicit and inspectable instead of hidden behind automatic heuristics.

Studio · Pulse · Console · Agent SDK and more — the Cognipeer documentation hub