The context engine and knowledge management architecture includes a KAG triple-store composed of PostgreSQL, Neo4j, and Qdrant so that knowledge can be represented across relational, graph, and vector storage layers.

KAG (Knowledge-Augmented Graph)

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

with PostgreSQL + Neo4j + Qdrant triple-store

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

### Context Engine / Knowledge Management

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md