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LangGraph State Definition
"""
from typing import TypedDict, Annotated, List
class MathAgentState(TypedDict):
"""Represents the state of the math orchestration pipeline."""
# Input
user_query: str
uid: str
session_id: str
# Planner output
question_type: str
class_level: int
# Retrievals (Running in parallel)
rag_context: str
history: str
weak_topics: List[str]
# Solver Output
raw_solution: str
# Verifier Feedback
is_correct: bool
verification_feedback: str
retries: int
# Formatter Output
final_answer: str
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