diff --git a/docs/integrations/langgraph-integration.mdx b/docs/integrations/langgraph-integration.mdx index c859063c9..30456e71e 100644 --- a/docs/integrations/langgraph-integration.mdx +++ b/docs/integrations/langgraph-integration.mdx @@ -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