AI RESEARCH

ElephantBroker: A Knowledge-Grounded Cognitive Runtime for Trustworthy AI Agents

arXiv CS.AI

ArXi:2603.25097v1 Announce Type: new Large Language Model based agents increasingly operate in high stakes, multi turn settings where factual grounding is critical, yet their memory systems typically rely on flat key value s or plain vector retrieval with no mechanism to track the provenance or trustworthiness of d knowledge. We present ElephantBroker, an open source cognitive runtime that unifies a Neo4j knowledge graph with a Qdrant vector through the Cognee SDK to provide durable, verifiable agent memory.