add main.py

main.py

@@ -1,61 +1,49 @@
-import questionary
+import sys
 from langgraph.graph import StateGraph, START
 from langgraph.types import interrupt, Command
 from langgraph.checkpoint.memory import InMemorySaver
 from typing import TypedDict, Annotated
+from langgraph.graph.message import add_messages
+import questionary
 
-# State definition
 class GraphState(TypedDict):
-    human_value: Annotated[str | None, "value chosen by user"]
+    messages: Annotated[list, add_messages]
-    foo: Annotated[str, "initial data placeholder"]
+    human_value: str | None
 
-# Node that triggers interrupt
+async def interrupt_node(state: GraphState) -> GraphState:
-
+    # Trigger interrupt asking user to confirm
-def interrupt_node(state: GraphState) -> GraphState:
-    # Trigger interrupt with structured payload
     payload = {
         "type": "confirm",
-        "question": "Уверены, что хотите продолжить?",
+        "question": "Do you want to continue?",
-        "allow_responds": ["approve", "reject"],
+        "options": ["yes", "no"],
     }
-    # Call interrupt; execution pauses until resumed
+    # interrupt returns None, graph pauses
     interrupt(payload)
-    # After resume, payload will contain 'answer'
+    # After resume, payload will have 'answer'
-    # The node receives the resumed payload as its return value
+    answer = state.get("human_value")
-    # We store the answer in state
+    return {"messages": state["messages"], "human_value": answer}
-    state["human_value"] = payload.get("answer")
-    return state
 
-# Build graph
 builder = StateGraph(GraphState)
 builder.add_node("interrupt_node", interrupt_node)
 builder.add_edge(START, "interrupt_node")
-builder.add_edge("interrupt_node", END)
+builder.add_edge("interrupt_node", START)
-
-# Compile with checkpoint
 graph = builder.compile(checkpointer=InMemorySaver())
 
-# Run graph with stream and handle interrupt
+async def main():
-config = {"configurable": {"thread_id": "demo"}}
+    config = {"configurable": {"thread_id": "session-1"}}
+    # Start stream
+    async for chunk in graph.stream({"messages": [], "human_value": None}, config):
+        if "__interrupt__" in chunk:
+            payload = chunk["__interrupt__"][0].value
+            answer = questionary.select(payload["question"], choices=payload["options"]).ask()
+            # resume with answer
+            payload["answer"] = answer
+            # store answer in state
+            chunk["human_value"] = answer
+            await graph.stream(Command(resume=payload), config)
+        else:
+            print(chunk)
 
-# First run: will pause at interrupt
+if __name__ == "__main__":
-stream = graph.stream({}, config)
+    import asyncio
-for chunk in stream:
+    asyncio.run(main())
-    if "__interrupt__" in chunk:
-        # Extract payload
-        payload = chunk["__interrupt__"][0].value
-        # Show question and get answer
-        answer = questionary.select(
-            payload["question"],
-            choices=payload["allow_responds"],
-        ).ask()
-        # Add answer to payload
-        payload["answer"] = answer
-        # Resume graph
-        stream = graph.stream(Command(resume=payload), config)
-        continue
-    # Print normal output
-    print(chunk)
-
-# After stream ends, print final state
-print("Final state:", stream.final_state)