Abstract: Graph anomaly detection (GAD ... In this article, we propose a novel approach, termed correlation information enhanced GAD (CIE-GAD). Specifically, drawing on the observation that the ...

Easily ingest data into a openCypher / GQL (Graph Query Language) graph database like Neo4j using Python, Pydantic and pandas. Neontology is a simple object-graph mapper which lets you use Pydantic ...

This sample demonstrates a currency conversion agent built with LangGraph and exposed through the A2A protocol. It showcases conversational interactions with support for multi-turn dialogue and ...