Ingestion scope
List documents, URLs, databases, and session traces, then decide dataset names, node sets, and update cadence.
Graph RAG
Map documents into a knowledge graph RAG plan
Cognee combines vector embeddings, graph reasoning, and ontology-oriented extraction. This page turns that architecture into a practical rollout checklist.
Graph structure
Capture entities, relationships, temporal facts, custom DataPoint models, and ontology constraints that matter for answers.
Evaluation evidence
Track answer quality, retrieval modes, feedback loops, graph visualization, and failure cases before opening access.