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arcticfly merged 1 commit into from
Aug 25, 2025
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Update LangGraph integration doc #363

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2 changes: 1 addition & 1 deletion docs/integrations/langgraph-integration.mdx
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Expand Up @@ -9,7 +9,7 @@ ART's LangGraph integration enables you to build sophisticated, multi-step AI ag

## Why Use ART with LangGraph?

LangGraph provides an excellent framework for building ReAct-style agents that can reason through complex tasks step-by-step. However, getting these agents to perform optimally often requires extensive prompt engineering and manual tuning. ART's integration with LangGraph addresses this by:
LangGraph provides an excellent framework for building various types of agents - from ReAct-style reasoning agents to complex multi-agent workflows with supervisor patterns and parallel execution. However, getting these agents to perform optimally often requires extensive prompt engineering and manual tuning. ART's integration with LangGraph addresses this by:

- **Automatic behavior improvement**: Train your agents to get better at multi-step reasoning without manual prompt tuning
- **Tool usage optimization**: Learn when and how to use tools more effectively through reinforcement learning
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