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| from typing import TypedDict | |
| class RecommendationState(TypedDict): | |
| """State that flows through the graph""" | |
| user_query: str | |
| session_id: str | |
| available_columns: list | |
| available_categories: list | |
| sample_products: list | |
| sql_query: str | |
| validation_errors: list | |
| query_results: list | |
| formatted_response: str | |
| error_message: str |