UPDATE

soile/serializers.py

@@ -41,6 +41,4 @@ class SoilAnomalyDetectionResponseSerializer(serializers.Serializer):
     generated_at = serializers.CharField()
     anomalies = serializers.JSONField()
     interpretation = serializers.JSONField()
-    knowledge_base = serializers.CharField(allow_null=True, required=False)
-    tone_file = serializers.CharField(allow_null=True, required=False)
     raw_response = serializers.CharField(allow_null=True, required=False)

soile/services.py

@@ -464,7 +464,6 @@ class SoilAnomalyDetectionService:
         rag_payload = get_soil_anomaly_insight(
             farm_uuid=farm_uuid,
             anomaly_payload=anomaly_payload,
-            ai_bundle=None,
         )
         return {
             "farm_uuid": farm_uuid,

soile/test_soil_moisture_heatmap_api.py

@@ -92,8 +92,6 @@ class SoilAnomalyDetectionApiTests(TestCase):
                     "monitoring_priority": "urgent",
                     "confidence": 0.84,
                 },
-                "knowledge_base": "soil_anomaly",
-                "tone_file": "config/tones/soil_anomaly_tone.txt",
                 "raw_response": "{\"summary\":\"ok\"}",
             }
         )
@@ -110,7 +108,6 @@ class SoilAnomalyDetectionApiTests(TestCase):
         self.assertEqual(response.status_code, 200)
         payload = response.json()["data"]
         self.assertEqual(payload["farm_uuid"], "550e8400-e29b-41d4-a716-446655440000")
-        self.assertEqual(payload["knowledge_base"], "soil_anomaly")
         self.assertEqual(payload["interpretation"]["monitoring_priority"], "urgent")
 
     @patch("soile.views.apps.get_app_config")