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from typing import Annotated, Literal, Optional
from typing_extensions import TypedDict
from langgraph.graph.message import add_messages
from typing import TypedDict, Annotated, List
from langchain_core.messages import HumanMessage, AIMessage
class State(TypedDict): #State is a class that inherits from TypedDict, State will act like a dictionary but with fixed keys and expected data types
"""
Represents the structure of the state used in the graph.
"""
messages: Annotated[list, add_messages] # messages is a key inside State dictionary and Annotated → A way to add extra metadata to a type hint.
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