Unverified60% confidenceFactTime unknown
LangGraph与传统DAG工作流引擎不同，显式支持环路（cycle），使智能体可以反复迭代和自我修正
2
Sources
60%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedLangGraph adopts a directed cyclic graph structure that allows loops to form between nodes, distinguishing it from the directed acyclic graphs (DAGs) used in traditional workflow orchestration.77% similarUnverifiedLangGraph采用有向图而非传统工作流工具（如Apache Airflow）所用的有向无环图（DAG），因为DAG禁止循环无法实现反思-重试73% similarUnverifiedLangGraph 不仅支持有向无环图（DAG），还支持有向有环图（DCG），允许流程回环，这是实现反思、重试等高级 Agent 行为的底层基础73% similarVerifiedLangGraph allows cycles and conditional branching within workflows, unlike traditional chain-based invocations.72% similarVerifiedLangGraph is based on the directed graph (DAG) concept, supports cyclic execution, conditional routing, and state persistence, and is suitable for building complex Agents with multi-step reasoning.72% similar
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