3 papers
cs.AI2026
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…
cs.AI2026
Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis
Abdelghny Orogat, Ana Rostam, Essam Mansour
Multi-agent LLM frameworks are widely used to accelerate the development of agent systems powered by large language models (LLMs). These frameworks impose distinct architectural st…
cs.CL2025
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…