3 citations · 3 across the 3 of their papers we have counts for
4 papers
Is Agent Memory a Database? Rethinking Data Foundations for Long-Term AI Agent Memory
Abdelghny Orogat, Essam Mansour
Long-running AI agents need persistent memory. Memory supports learning across sessions, reduces repeated context injection, and enables auditing of past decisions. Current agent m…
Architectural Design, Not Only Model Intelligence, Governs Multi-Agent LLM Performance
Abdelghny Orogat, Ana Rostam, Essam Mansour
Multi-agent LLM frameworks are data-intensive systems that govern how agents orchestrate tasks, manage state, and coordinate decisions. These architectural choices control executio…
Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
Reham Omar, Abdelghny Orogat, Ibrahim Abdelaziz +3
Conversational Question Answering over Knowledge Graphs (KGs) combines the factual grounding of KG-based QA with the interactive nature of dialogue systems. KGs are widely used in…
CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs
Abdelghny Orogat, Isabelle Liu, Ahmed El-Roby
Recently, there has been an increase in the number of knowledge graphs that can be only queried by experts. However, describing questions using structured queries is not straightfo…