update

backend/apps/ai_admin/planner.py

@@ -8,6 +8,7 @@ from core.db import SessionLocal
 from apps.ai_core.ollama_client import get_llm
 from apps.ai_core.tools import describe_for_prompt, get_tool, validate_args
 from apps.catalog.models import Category, Product
+from apps.orders.models import Order
 
 
 SYSTEM_PROMPT = """You are an admin assistant for an e-commerce shop.
@@ -44,7 +45,11 @@ def _shop_state_snapshot() -> dict:
             {"id": c.id, "slug": c.slug, "name_de": (c.name or {}).get("de", "")}
             for c in db.query(Category).order_by(Category.id).all()
         ]
-        return {"products": products, "categories": categories}
+        orders = [
+            {"id": o.id, "status": o.status, "total": float(o.total)}
+            for o in db.query(Order).order_by(Order.id.desc()).limit(20).all()
+        ]
+        return {"products": products, "categories": categories, "orders": orders}
     finally:
         db.close()
 
@@ -54,7 +59,7 @@ def build_plan(user_prompt: str) -> list[dict]:
     state = _shop_state_snapshot()
     user_msg = (
         f"TOOL CATALOG (JSON):\n{json.dumps(tools, ensure_ascii=False)}\n\n"
-        f"SHOP STATE (current products & categories):\n{json.dumps(state, ensure_ascii=False)}\n\n"
+        f"SHOP STATE (current products, categories, recent orders):\n{json.dumps(state, ensure_ascii=False)}\n\n"
         f"USER REQUEST:\n{user_prompt}\n\n"
         "Reply with ONLY the JSON object described in the rules."
     )