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/production/tests/test_yield_predictor.py
+++ b/services/production/tests/test_yield_predictor.py
@@ -31,7 +31,7 @@ def stable_yield_history():
            'planned_quantity': 100,
            'actual_quantity': np.random.normal(97, 1.5),  # 97% avg, low variance
            'yield_percentage': np.random.normal(97, 1.5),
-            'worker_id': f'worker_{i % 3}',  # 3 workers
+            'staff_assigned': [f'worker_{i % 3}'],  # 3 workers
            'started_at': run_date,
            'completed_at': run_date + timedelta(hours=4),
            'batch_size': np.random.randint(80, 120)