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Fix formatting and highlight code sections #1181

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Fix formatting and highlight code sections #1181

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9 changes: 4 additions & 5 deletions src/oss/langchain/short-term-memory.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -679,9 +679,9 @@ def update_user_info(
runtime: ToolRuntime[CustomContext, CustomState],
) -> Command:
"""Look up and update user info."""
user_id = runtime.context.user_id # [!code highlight]
user_id = runtime.context.user_id
name = "John Smith" if user_id == "user_123" else "Unknown user"
return Command(update={
return Command(update={ # [!code highlight]
"user_name": name,
# update the message history
"messages": [
Expand All @@ -699,12 +699,11 @@ def greet(
"""Use this to greet the user once you found their info."""
user_name = runtime.state["user_name"]
return f"Hello {user_name}!"
# [!code highlight]
agent = create_agent(
model="openai:gpt-5-nano",
tools=[update_user_info, greet],
state_schema=CustomState,
context_schema=CustomContext, # [!code highlight]
state_schema=CustomState, # [!code highlight]
context_schema=CustomContext,
)

agent.invoke(
Expand Down