fix

src/calculation_budget_constrains/service.py

@@ -150,7 +150,7 @@ def knapsack_selection(equipments: List[dict], budget: float, scale: int = 10_00
     for i in range(n):
         cost, value = costs[i], values[i]
         for w in range(W, cost - 1, -1):
-            if dp[w - cost] + value > dp[w]:
+            if dp[w - cost] + value >= dp[w]:  # <= FIXED HERE
                 dp[w] = dp[w - cost] + value
                 keep[i][w] = True
 
@@ -164,5 +164,15 @@ def knapsack_selection(equipments: List[dict], budget: float, scale: int = 10_00
         else:
             excluded.append(equipments[i])
 
+    # Optional: fill leftover budget with zero-priority items
+    remaining_budget = budget - sum(eq["total_cost"] for eq in selected)
+    if remaining_budget > 0:
+        for eq in excluded[:]:
+            if eq["total_cost"] <= remaining_budget:
+                selected.append(eq)
+                excluded.remove(eq)
+                remaining_budget -= eq["total_cost"]
+
     return selected, excluded
+