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Update utils.py
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utils.py
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from pydantic import BaseModel, Field
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from typing import Optional, List, Dict
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class SQLGenerationResult(BaseModel):
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sql_query: str = Field(..., description="SQL query to execute")
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reasoning: Optional[str] = Field(None, description="Optional explanation of the query")
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class AgentState(BaseModel):
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question: str
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sql_query: Optional[str] = None
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reasoning: Optional[str] = None
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rows: Optional[List[Dict]] = None
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answer: Optional[str] = None
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error: Optional[str] = None
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from pydantic import BaseModel, Field
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from typing import Optional, List, Dict, Literal
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class SQLGenerationResult(BaseModel):
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sql_query: str = Field(..., description="SQL query to execute")
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reasoning: Optional[str] = Field(None, description="Optional explanation of the query")
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class AgentState(BaseModel):
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question: str
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sql_query: Optional[str] = None
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reasoning: Optional[str] = None
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rows: Optional[List[Dict]] = None
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answer: Optional[str] = None
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error: Optional[str] = None
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route: Optional[Literal["sql", "chat"]] = None
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class RouteDecision(BaseModel):
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route: Literal["sql", "chat"] = Field(
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...,
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description="Routing decision. Use 'sql' when the user's question requires querying the database. Use 'chat' for greetings, small talk, or general questions."
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)
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answer: Optional[str] = Field(
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default=None,
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description="Plain-text answer to return when route='chat'. Leave null when route='sql'."
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)
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