| Primary role | Authoritative RDF fact ledger & SPARQL context engine | Asynchronous message broker & event streaming bus |
| Data model | RDF triples/quads in an append-only graph ledger | Sequential message topics, queues, & event logs |
| Retrieval | SPARQL graph queries, full-text, & vector fusion | Consumer log offsets & push/pull queue delivery |
| Core purpose | Verifiable agent memory & context retrieval | Decoupling microservices & streaming event processing |
| Querying | Complex multi-hop graph queries & vector search | Topic streaming & consumer group offset tracking |