Update model_utils.py

model_utils.py

@@ -25,24 +25,29 @@ def parse_products(raw_text):
     lines = raw_text.split('\n')
 
     for line in lines:
-        line = line.strip()
-        if not line:
-            continue
-        match = re.search(r"^(.*?)(\d+)\s+[^A-Za-z0-9\s]?([\d.,]+)\s+[^A-Za-z0-9\s]?([\d.,]+)$", line)
+        match = re.match(r"(\d+)\s+(.*)\s+([\d,]+\.\d{2})\s+([\d,]+\.\d{2})", line)
         if match:
-            desc, qty, unit_price, amount = match.groups()
+            qty, desc, unit_price, amount = match.groups()
             structured.append({
-                "qty": int(qty),
-                "description": desc.strip(" .:-"),
-                "unit_price": float(unit_price.replace(",", "")),
-                "amount": float(amount.replace(",", ""))
+                "qty": qty,
+                "description": desc.strip(),
+                "unit_price": unit_price,
+                "amount": amount
             })
-        else:
+        match_description_mixed=re.search(r"^(.*?)(\d+)\s+[^A-Za-z0-9\s]?([\d.,]+)\s+[^A-Za-z0-9\s]?([\d.,]+)$", desc.strip())
+        elif match_description_mixed:
+          structured.append({
+                "qty":int(match.group(2)),
+                "description": match_description_mixed.group(1).strip(" .:-"),
+                "unit_price": float(match.group(3).replace(",", "")),
+                "amount": float(match.group(4).replace(",", ""))
+            })
+        elif line.strip():
             structured.append({
                 "qty": 0,
-                "description": line,
-                "unit_price": 0.0,
-                "amount": 0.0
+                "description": line.strip(),
+                "unit_price": 0,
+                "amount": 0
             })
 
     return structured