Tag: Tag:agentic-agents

All the articles with the tag "agentic-agents".

• Graph-Based Memory Architectures in Agentic AI Systems

  18 Dec, 2025

  Graph-based memory architectures are transforming agentic AI by enabling long-term memory, relational reasoning, and context-aware planning. Research from 2023–2025 explores knowledge graphs, graph neural networks, and dynamic memory systems to give autonomous agents the ability to reason over structured relationships. Innovations like GraphRAG, temporal knowledge graphs, and hybrid memory stacks are being adopted in enterprise AI, healthcare, IT, and productivity tools. These graph-enhanced agents demonstrate improved memory, reduced hallucinations, and deeper reasoning capabilities, marking a key shift toward more reliable and autonomous AI systems.