AI RESEARCH
GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving
arXiv CS.LG
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ArXi:2605.22566v1 Announce Type: new Large Language Model (LLM)-based agents nstrate strong reasoning and execution capabilities on complex tasks when guided by structured instructions, commonly referred to as workflows. However, existing workflow-assisted agent serving systems typically rely on predefined templates and shallow matching mechanisms, which limit their ability to capture deep semantic relationships and generalize to previously unseen tasks.