feat: initial commit

backend/app/tasks/ai_tasks.py

@@ -0,0 +1,17 @@
+"""Celery tasks for Azure AI validation."""
+import logging
+from app.tasks.celery_app import celery_app
+
+logger = logging.getLogger(__name__)
+
+
+@celery_app.task(bind=True, name="app.tasks.ai_tasks.validate_item", queue="ai_validation")
+def validate_item(self, order_item_id: str):
+    """Validate orientation of a rendered thumbnail via Azure GPT-4o Vision."""
+    logger.info(f"AI validation for item: {order_item_id}")
+    try:
+        from app.services.azure_ai import validate_thumbnail
+        validate_thumbnail(order_item_id)
+    except Exception as exc:
+        logger.error(f"AI validation failed for {order_item_id}: {exc}")
+        raise self.retry(exc=exc, countdown=30, max_retries=3)