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Enhance app.py with Langfuse integration and file handling; update requirements.txt with additional dependencies.
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from typing import TypedDict, Annotated
from langchain_core.messages import AnyMessage
from langgraph.graph.message import add_messages
class AgentState(TypedDict):
messages: Annotated[list[AnyMessage], add_messages]