Update model_utils.py

model_utils.py

@@ -25,29 +25,35 @@ def parse_products(raw_text):
     lines = raw_text.split('\n')
 
     for line in lines:
+        line = line.strip()
+        if not line:
+            continue
+
         match = re.match(r"(\d+)\s+(.*)\s+([\d,]+\.\d{2})\s+([\d,]+\.\d{2})", line)
         if match:
             qty, desc, unit_price, amount = match.groups()
             structured.append({
-                "qty": qty,
+                "qty": int(qty),
                 "description": desc.strip(),
-                "unit_price": unit_price,
-                "amount": amount
+                "unit_price": float(unit_price.replace(",", "")),
+                "amount": float(amount.replace(",", ""))
             })
-        match_description_mixed=re.search(r"^(.*?)(\d+)\s+[^A-Za-z0-9\s]?([\d.,]+)\s+[^A-Za-z0-9\s]?([\d.,]+)$", desc.strip())
-        elif match_description_mixed:
-          structured.append({
-                "qty":int(match_description_mixed.group(2)),
+            continue
+
+        match_description_mixed = re.search(r"^(.*?)(\d+)\s+[^A-Za-z0-9\s]?([\d.,]+)\s+[^A-Za-z0-9\s]?([\d.,]+)$", line)
+        if match_description_mixed:
+            structured.append({
+                "qty": int(match_description_mixed.group(2)),
                 "description": match_description_mixed.group(1).strip(" .:-"),
                 "unit_price": float(match_description_mixed.group(3).replace(",", "")),
                 "amount": float(match_description_mixed.group(4).replace(",", ""))
             })
-        elif line.strip():
+        else:
             structured.append({
                 "qty": 0,
-                "description": line.strip(),
-                "unit_price": 0,
-                "amount": 0
+                "description": line,
+                "unit_price": 0.0,
+                "amount": 0.0
             })
 
     return structured