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| """ | |
| TradeFlow AI — HS Recommendation Router | |
| """ | |
| from typing import Annotated, Any | |
| import structlog | |
| from fastapi import APIRouter, Depends | |
| from pydantic import BaseModel | |
| from ..dependencies import CurrentUser, get_current_user | |
| log = structlog.get_logger() | |
| router = APIRouter() | |
| class HSRecommendRequest(BaseModel): | |
| product_description: str | |
| context: str | None = None | |
| async def recommend_hs( | |
| request: HSRecommendRequest, | |
| user: Annotated[CurrentUser, Depends(get_current_user)] | |
| ) -> dict[str, Any]: | |
| """Get HS code recommendations for a product description.""" | |
| # Stub implementation | |
| log.info("HS Recommendation requested", description=request.product_description) | |
| return { | |
| "recommendations": [ | |
| { | |
| "hs_code": "8471.30.20", | |
| "description_id": "Mesin pengolah data otomatis portabel", | |
| "duty_rate": 0, | |
| "vat_rate": 0.11, | |
| "confidence": 0.95, | |
| "reasoning": "Product is a laptop." | |
| } | |
| ] | |
| } | |