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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
@router.post("/hs-recommend")
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."
}
]
}
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