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Improve AI logic

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This commit is contained in:
Urtzi Alfaro
2025-11-05 13:34:56 +01:00
parent 5c87fbcf48
commit 394ad3aea4
218 changed files with 30627 additions and 7658 deletions
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41
services/tenant/app/models/tenant_settings.py
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@@ -154,6 +154,32 @@ class TenantSettings(Base):
"enable_supplier_score_optimization": True
})
# ML Insights Settings (AI Insights Service)
ml_insights_settings = Column(JSON, nullable=False, default=lambda: {
# Inventory ML (Safety Stock Optimization)
"inventory_lookback_days": 90,
"inventory_min_history_days": 30,
# Production ML (Yield Prediction)
"production_lookback_days": 90,
"production_min_history_runs": 30,
# Procurement ML (Supplier Analysis & Price Forecasting)
"supplier_analysis_lookback_days": 180,
"supplier_analysis_min_orders": 10,
"price_forecast_lookback_days": 180,
"price_forecast_horizon_days": 30,
# Forecasting ML (Dynamic Rules)
"rules_generation_lookback_days": 90,
"rules_generation_min_samples": 10,
# Global ML Settings
"enable_ml_insights": True,
"ml_insights_auto_trigger": False,
"ml_confidence_threshold": 0.80
})
# Timestamps
created_at = Column(DateTime(timezone=True), default=lambda: datetime.now(timezone.utc), nullable=False)
updated_at = Column(DateTime(timezone=True), default=lambda: datetime.now(timezone.utc), onupdate=lambda: datetime.now(timezone.utc), nullable=False)
@@ -280,5 +306,20 @@ class TenantSettings(Base):
"diversification_threshold": 1000,
"max_single_percentage": 0.70,
"enable_supplier_score_optimization": True
},
"ml_insights_settings": {
"inventory_lookback_days": 90,
"inventory_min_history_days": 30,
"production_lookback_days": 90,
"production_min_history_runs": 30,
"supplier_analysis_lookback_days": 180,
"supplier_analysis_min_orders": 10,
"price_forecast_lookback_days": 180,
"price_forecast_horizon_days": 30,
"rules_generation_lookback_days": 90,
"rules_generation_min_samples": 10,
"enable_ml_insights": True,
"ml_insights_auto_trigger": False,
"ml_confidence_threshold": 0.80
}
}