Add AI insights feature

2025-12-15 21:14:22 +01:00
parent 5642b5a0c0
commit c566967bea
39 changed files with 17729 additions and 404 deletions
--- a/services/alert_processor/app/utils/message_templates.py
+++ b/services/alert_processor/app/utils/message_templates.py
@@ -450,5 +450,107 @@ RECOMMENDATION_TEMPLATES = {
            "potential_time_saved_minutes": "time_saved",
            "suggestion": "suggestion"
        }
+    },
+
+    # ==================== AI INSIGHTS RECOMMENDATIONS ====================
+
+    "ai_yield_prediction": {
+        "title_key": "recommendations.ai_yield_prediction.title",
+        "title_params": {
+            "recipe_name": "recipe_name"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_yield_prediction.message"
+        },
+        "message_params": {
+            "recipe_name": "recipe_name",
+            "predicted_yield_percent": "predicted_yield",
+            "confidence_percent": "confidence",
+            "recommendation": "recommendation"
+        }
+    },
+
+    "ai_safety_stock_optimization": {
+        "title_key": "recommendations.ai_safety_stock_optimization.title",
+        "title_params": {
+            "ingredient_name": "ingredient_name"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_safety_stock_optimization.message"
+        },
+        "message_params": {
+            "ingredient_name": "ingredient_name",
+            "suggested_safety_stock_kg": "suggested_safety_stock",
+            "current_safety_stock_kg": "current_safety_stock",
+            "estimated_savings_eur": "estimated_savings",
+            "confidence_percent": "confidence"
+        }
+    },
+
+    "ai_supplier_recommendation": {
+        "title_key": "recommendations.ai_supplier_recommendation.title",
+        "title_params": {
+            "supplier_name": "supplier_name"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_supplier_recommendation.message"
+        },
+        "message_params": {
+            "supplier_name": "supplier_name",
+            "reliability_score": "reliability_score",
+            "recommendation": "recommendation",
+            "confidence_percent": "confidence"
+        }
+    },
+
+    "ai_price_forecast": {
+        "title_key": "recommendations.ai_price_forecast.title",
+        "title_params": {
+            "ingredient_name": "ingredient_name"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_price_forecast.message"
+        },
+        "message_params": {
+            "ingredient_name": "ingredient_name",
+            "predicted_price_eur": "predicted_price",
+            "current_price_eur": "current_price",
+            "price_trend": "price_trend",
+            "recommendation": "recommendation",
+            "confidence_percent": "confidence"
+        }
+    },
+
+    "ai_demand_forecast": {
+        "title_key": "recommendations.ai_demand_forecast.title",
+        "title_params": {
+            "product_name": "product_name"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_demand_forecast.message"
+        },
+        "message_params": {
+            "product_name": "product_name",
+            "predicted_demand": "predicted_demand",
+            "forecast_period": "forecast_period",
+            "confidence_percent": "confidence",
+            "recommendation": "recommendation"
+        }
+    },
+
+    "ai_business_rule": {
+        "title_key": "recommendations.ai_business_rule.title",
+        "title_params": {
+            "rule_category": "rule_category"
+        },
+        "message_variants": {
+            "generic": "recommendations.ai_business_rule.message"
+        },
+        "message_params": {
+            "rule_category": "rule_category",
+            "rule_description": "rule_description",
+            "confidence_percent": "confidence",
+            "recommendation": "recommendation"
+        }
    }
 }