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| from typing import List, Dict, Any, Optional | |
| from pydantic import BaseModel | |
| class QueryRequest(BaseModel): | |
| """Request schema for query processing""" | |
| query: str | |
| session_id: Optional[str] = None | |
| metadata: Optional[Dict[str, Any]] = None | |
| class QueryResponse(BaseModel): | |
| """Response schema for query processing""" | |
| query: str | |
| upgraded_query: str | |
| route_taken: str | |
| response: str | |
| metadata: Dict[str, Any] | |
| processing_time: float | |
| class ProcessingMetadata(BaseModel): | |
| """Metadata for processing steps""" | |
| upgrade_success: bool = False | |
| routing_success: bool = False | |
| path_success: bool = False | |
| errors: List[str] = [] | |
| processing_time: float = 0.0 |