UPDATE

rag/services/soil_anomaly.py

@@ -4,7 +4,7 @@ import json
 import logging
 from typing import Any
 
-from farm_data.services import get_farm_details
+from farm_data.services import build_ai_farm_snapshot
 from rag.api_provider import get_chat_client
 from rag.chat import (
     _complete_audit_log,
@@ -73,7 +73,7 @@ def _clean_json(raw: str) -> dict[str, Any]:
 
 
 def _load_farm_or_error(farm_uuid: str) -> dict[str, Any]:
-    farm_details = get_farm_details(farm_uuid)
+    farm_details = build_ai_farm_snapshot(farm_uuid)
     if farm_details is None:
         raise RAGServiceError(
             error_code="farm_not_found",