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@@ -615,7 +615,7 @@ class ToolNode(RunnableCallable):
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error handling.
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Input Formats:
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1. Graph state with `messages` key that has a list of messages:
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1. **Graph state** with `messages` key that has a list of messages:
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- Common representation for agentic workflows
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- Supports custom messages key via `messages_key` parameter
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