MyAG: A Graph-Based Framework for Designing and Analyzing Composable LLM Agent Systems
We present MyAG, a graph-based framework for designing and analyzing composable LLM agent systems. Our framework separates agent system construction into three graph abstractions: a component graph for agents, environments, and modules; a workflow graph for execution control; and a search graph for runtime execution. This separation allows users to flexibly reuse the same components with different strategies. We further support hierarchical composition through recursive system nodes and provide monitoring and visualization tools for inspecting agent execution. Experiments on representative age
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- FuzzySimilar title/name (fuzzy) · 59%AgentCore-8B →
“Fuzzy title match (0.73): “MyAG: A Graph-Based Framework for Designing and Analyzing Co” ≈ “AgentCore-8B””
- FuzzySimilar title/name (fuzzy) · 87%zhayujie/CowAgent →
“Fuzzy title match (0.94): “MyAG: A Graph-Based Framework for Designing and Analyzing Co” ≈ “zhayujie/CowAgent””
- FuzzySimilar title/name (fuzzy) · 59%NousResearch/hermes-agent →
“Fuzzy title match (0.73): “MyAG: A Graph-Based Framework for Designing and Analyzing Co” ≈ “NousResearch/hermes-agent””
- FuzzySimilar title/name (fuzzy) · 59%2FastLabs/agent-squad →
“Fuzzy title match (0.73): “MyAG: A Graph-Based Framework for Designing and Analyzing Co” ≈ “2FastLabs/agent-squad””
- FuzzySimilar title/name (fuzzy) · 59%iflytek/astron-agent →
“Fuzzy title match (0.73): “MyAG: A Graph-Based Framework for Designing and Analyzing Co” ≈ “iflytek/astron-agent””
- LinkedLinked via arxiv author · 85%Zhisong Zhang →
“MyAG: A Graph-Based Framework for Designing and Analyzing Composable LLM Agent Systems”