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docs(concepts): update HITL Command section (#4533)
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@@ -400,24 +400,14 @@ When using the `interrupt` function, the graph will pause at the interrupt and w
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Graph execution can be resumed using the [Command](../reference/types.md#langgraph.types.Command) primitive which can be passed through the `invoke`, `ainvoke`, `stream` or `astream` methods.
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The `Command` primitive provides several options to control and modify the graph's state during resumption:
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The `Command` primitive provides a way to **pass a value** (such as user's input) to the `interrupt` via `Command(resume=value)`. Execution resumes from the beginning of the node where the `interrupt` was used, however, this time the `interrupt(...)` call will return the value passed in the `Command(resume=value)` instead of pausing the graph.
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1. **Pass a value to the `interrupt`**: Provide data, such as a user's response, to the graph using `Command(resume=value)`. Execution resumes from the beginning of the node where the `interrupt` was used, however, this time the `interrupt(...)` call will return the value passed in the `Command(resume=value)` instead of pausing the graph.
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```python
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# Resume graph execution with the user's input.
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graph.invoke(Command(resume={"age": "25"}), thread_config)
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```
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```python
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# Resume graph execution with the user's input.
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graph.invoke(Command(resume={"age": "25"}), thread_config)
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```
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2. **Update the graph state**: Modify the graph state using `Command(update=update)`. Note that resumption starts from the beginning of the node where the `interrupt` was used. Execution resumes from the beginning of the node where the `interrupt` was used, but with the updated state.
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```python
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# Update the graph state and resume.
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# You must provide a `resume` value if using an `interrupt`.
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graph.invoke(Command(update={"foo": "bar"}, resume="Let's go!!!"), thread_config)
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```
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By leveraging `Command`, you can resume graph execution, handle user inputs, and dynamically adjust the graph's state.
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By leveraging `Command`, you can resume graph execution and handle user inputs.
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## How does resuming from an interrupt work?
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