Update augment_intents.py

augment_intents.py

@@ -1,34 +1,34 @@
-import json
-import random
-
-# مرادفات بسيطة نضيفها للجمل
-prefixes = ["ممكن", "لو سمحت", "لو تكرمت", "أبغى", "ودي", "احتاج"]
-suffixes = ["بالضبط", "من فضلك", "الله يعافيك", "بسرعة", "تكفى"]
-
-def augment_patterns(patterns, n=3):
-    """يزيد الأمثلة بإضافة prefixes و suffixes"""
-    augmented = []
-    for p in patterns:
-        augmented.append(p)  # الأصلية
-        for _ in range(n):
-            new_p = p
-            if random.random() > 0.5:
-                new_p = random.choice(prefixes) + " " + new_p
-            if random.random() > 0.5:
-                new_p = new_p + " " + random.choice(suffixes)
-            augmented.append(new_p)
-    return list(set(augmented))  # إزالة التكرار
-
-# تحميل intents.json
-with open("intents.json", encoding="utf-8") as f:
-    data = json.load(f)
-
-# زيادة الأمثلة
-for intent in data["intents"]:
-    intent["patterns"] = augment_patterns(intent["patterns"], n=5)
-
-# حفظ ملف جديد
-with open("intents_augmented.json", "w", encoding="utf-8") as f:
-    json.dump(data, f, ensure_ascii=False, indent=2)
-
-print(" تم إنشاء ملف intents_augmented.json بعدد أكبر من الأمثلة")
+import json
+import random
+
+
+prefixes = ["ممكن", "لو سمحت", "لو تكرمت", "أبغى", "ودي", "احتاج"]
+suffixes = ["بالضبط", "من فضلك", "الله يعافيك", "بسرعة", "تكفى"]
+
+def augment_patterns(patterns, n=3):
+    """يزيد الأمثلة بإضافة prefixes و suffixes"""
+    augmented = []
+    for p in patterns:
+        augmented.append(p)  
+        for _ in range(n):
+            new_p = p
+            if random.random() > 0.5:
+                new_p = random.choice(prefixes) + " " + new_p
+            if random.random() > 0.5:
+                new_p = new_p + " " + random.choice(suffixes)
+            augmented.append(new_p)
+    return list(set(augmented))  
+
+
+with open("intents.json", encoding="utf-8") as f:
+    data = json.load(f)
+
+
+for intent in data["intents"]:
+    intent["patterns"] = augment_patterns(intent["patterns"], n=5)
+
+
+with open("intents_augmented.json", "w", encoding="utf-8") as f:
+    json.dump(data, f, ensure_ascii=False, indent=2)
+
+print("intents_augmented.json")