"newcp"

app.py

@@ -7,6 +7,7 @@ import pickle
 from pathlib import Path
 from utils import Vocab
 from model import SeqClassifier
+import re
 
 # Set model parameters
 max_len = 128
@@ -57,7 +58,7 @@ best_model.eval()
 
 # Processing function to convert text to embedding indices
 def collate_fn(texts: str) -> torch.tensor:
-    texts = texts.split()
+    texts = re.findall(r"\w+|[^\w\s]", texts)
     encoded_texts = vocab.encode_batch([[text for text in texts]], to_len=max_len)[0]
     encoded_text = torch.tensor(encoded_texts)
     return encoded_text

cache/intent/intent2idx.json

@@ -1,152 +1,152 @@
 {
-  "last_maintenance": 0,
-  "car_rental": 1,
-  "transactions": 2,
-  "user_name": 3,
-  "credit_limit": 4,
-  "date": 5,
-  "greeting": 6,
-  "international_fees": 7,
-  "gas": 8,
-  "calculator": 9,
-  "redeem_rewards": 10,
-  "change_ai_name": 11,
-  "alarm": 12,
-  "pin_change": 13,
-  "update_playlist": 14,
-  "what_can_i_ask_you": 15,
-  "translate": 16,
-  "change_accent": 17,
-  "text": 18,
-  "thank_you": 19,
-  "where_are_you_from": 20,
-  "goodbye": 21,
-  "recipe": 22,
-  "interest_rate": 23,
-  "ingredients_list": 24,
-  "tire_pressure": 25,
-  "definition": 26,
-  "who_do_you_work_for": 27,
-  "todo_list": 28,
-  "improve_credit_score": 29,
-  "meaning_of_life": 30,
-  "change_speed": 31,
-  "exchange_rate": 32,
-  "next_holiday": 33,
-  "make_call": 34,
-  "insurance_change": 35,
-  "spending_history": 36,
-  "meal_suggestion": 37,
-  "fun_fact": 38,
-  "restaurant_suggestion": 39,
-  "tire_change": 40,
-  "calendar_update": 41,
-  "confirm_reservation": 42,
-  "next_song": 43,
-  "are_you_a_bot": 44,
-  "yes": 45,
-  "find_phone": 46,
-  "cancel_reservation": 47,
-  "what_is_your_name": 48,
-  "bill_balance": 49,
-  "direct_deposit": 50,
-  "flight_status": 51,
-  "order_status": 52,
-  "maybe": 53,
-  "transfer": 54,
-  "freeze_account": 55,
-  "cancel": 56,
-  "shopping_list": 57,
-  "measurement_conversion": 58,
-  "jump_start": 59,
-  "international_visa": 60,
-  "travel_alert": 61,
-  "oil_change_when": 62,
-  "accept_reservations": 63,
-  "report_lost_card": 64,
-  "pto_request_status": 65,
-  "repeat": 66,
-  "directions": 67,
-  "payday": 68,
-  "smart_home": 69,
-  "damaged_card": 70,
-  "lost_luggage": 71,
-  "carry_on": 72,
-  "insurance": 73,
-  "what_song": 74,
-  "current_location": 75,
-  "ingredient_substitution": 76,
-  "order": 77,
-  "todo_list_update": 78,
-  "reset_settings": 79,
-  "replacement_card_duration": 80,
-  "order_checks": 81,
-  "roll_dice": 82,
-  "new_card": 83,
-  "vaccines": 84,
-  "pto_used": 85,
-  "time": 86,
-  "how_old_are_you": 87,
-  "account_blocked": 88,
+  "do_you_have_pets": 0,
+  "confirm_reservation": 1,
+  "new_card": 2,
+  "lost_luggage": 3,
+  "bill_due": 4,
+  "calendar": 5,
+  "text": 6,
+  "date": 7,
+  "insurance_change": 8,
+  "user_name": 9,
+  "min_payment": 10,
+  "reminder_update": 11,
+  "pto_request": 12,
+  "cancel": 13,
+  "change_speed": 14,
+  "change_accent": 15,
+  "cancel_reservation": 16,
+  "gas_type": 17,
+  "goodbye": 18,
+  "accept_reservations": 19,
+  "uber": 20,
+  "apr": 21,
+  "repeat": 22,
+  "directions": 23,
+  "tell_joke": 24,
+  "car_rental": 25,
+  "make_call": 26,
+  "taxes": 27,
+  "gas": 28,
+  "carry_on": 29,
+  "improve_credit_score": 30,
+  "what_song": 31,
+  "pto_used": 32,
+  "rewards_balance": 33,
+  "roll_dice": 34,
+  "weather": 35,
+  "flight_status": 36,
+  "spelling": 37,
+  "calculator": 38,
+  "rollover_401k": 39,
+  "what_can_i_ask_you": 40,
+  "report_fraud": 41,
+  "update_playlist": 42,
+  "travel_suggestion": 43,
+  "tire_change": 44,
+  "international_fees": 45,
+  "transactions": 46,
+  "change_ai_name": 47,
+  "order_status": 48,
+  "restaurant_reservation": 49,
+  "what_is_your_name": 50,
+  "measurement_conversion": 51,
+  "fun_fact": 52,
+  "tire_pressure": 53,
+  "todo_list_update": 54,
+  "order": 55,
+  "report_lost_card": 56,
+  "time": 57,
+  "travel_alert": 58,
+  "pay_bill": 59,
+  "todo_list": 60,
+  "pin_change": 61,
+  "thank_you": 62,
+  "change_language": 63,
+  "who_made_you": 64,
+  "shopping_list": 65,
+  "ingredients_list": 66,
+  "international_visa": 67,
+  "interest_rate": 68,
+  "book_hotel": 69,
+  "nutrition_info": 70,
+  "schedule_meeting": 71,
+  "are_you_a_bot": 72,
+  "payday": 73,
+  "insurance": 74,
+  "application_status": 75,
+  "restaurant_reviews": 76,
+  "what_are_your_hobbies": 77,
+  "whisper_mode": 78,
+  "w2": 79,
+  "pto_balance": 80,
+  "maybe": 81,
+  "exchange_rate": 82,
+  "account_blocked": 83,
+  "sync_device": 84,
+  "where_are_you_from": 85,
+  "income": 86,
+  "plug_type": 87,
+  "current_location": 88,
   "card_declined": 89,
-  "who_made_you": 90,
-  "shopping_list_update": 91,
-  "rewards_balance": 92,
-  "restaurant_reviews": 93,
-  "change_user_name": 94,
-  "spelling": 95,
-  "nutrition_info": 96,
-  "restaurant_reservation": 97,
-  "timer": 98,
-  "cook_time": 99,
-  "whisper_mode": 100,
-  "travel_notification": 101,
-  "routing": 102,
-  "book_hotel": 103,
-  "apr": 104,
-  "w2": 105,
-  "gas_type": 106,
-  "schedule_meeting": 107,
-  "meeting_schedule": 108,
-  "reminder": 109,
-  "income": 110,
-  "plug_type": 111,
-  "what_are_your_hobbies": 112,
-  "schedule_maintenance": 113,
-  "report_fraud": 114,
-  "food_last": 115,
-  "traffic": 116,
-  "no": 117,
-  "reminder_update": 118,
-  "book_flight": 119,
-  "mpg": 120,
-  "pto_balance": 121,
-  "tell_joke": 122,
+  "no": 90,
+  "reminder": 91,
+  "freeze_account": 92,
+  "timezone": 93,
+  "jump_start": 94,
+  "book_flight": 95,
+  "meaning_of_life": 96,
+  "play_music": 97,
+  "spending_history": 98,
+  "routing": 99,
+  "yes": 100,
+  "change_volume": 101,
+  "timer": 102,
+  "next_song": 103,
+  "expiration_date": 104,
+  "bill_balance": 105,
+  "restaurant_suggestion": 106,
+  "mpg": 107,
+  "greeting": 108,
+  "vaccines": 109,
+  "credit_limit": 110,
+  "find_phone": 111,
+  "shopping_list_update": 112,
+  "change_user_name": 113,
+  "credit_limit_change": 114,
+  "share_location": 115,
+  "distance": 116,
+  "how_old_are_you": 117,
+  "reset_settings": 118,
+  "direct_deposit": 119,
+  "transfer": 120,
+  "travel_notification": 121,
+  "redeem_rewards": 122,
   "calories": 123,
-  "balance": 124,
-  "rollover_401k": 125,
-  "weather": 126,
-  "change_language": 127,
-  "distance": 128,
-  "play_music": 129,
-  "min_payment": 130,
-  "sync_device": 131,
-  "pay_bill": 132,
-  "taxes": 133,
-  "share_location": 134,
-  "bill_due": 135,
-  "pto_request": 136,
-  "calendar": 137,
-  "uber": 138,
-  "do_you_have_pets": 139,
-  "change_volume": 140,
-  "timezone": 141,
-  "application_status": 142,
-  "flip_coin": 143,
-  "credit_score": 144,
-  "oil_change_how": 145,
-  "expiration_date": 146,
-  "credit_limit_change": 147,
-  "how_busy": 148,
-  "travel_suggestion": 149
+  "recipe": 124,
+  "who_do_you_work_for": 125,
+  "pto_request_status": 126,
+  "last_maintenance": 127,
+  "translate": 128,
+  "alarm": 129,
+  "damaged_card": 130,
+  "meal_suggestion": 131,
+  "order_checks": 132,
+  "definition": 133,
+  "meeting_schedule": 134,
+  "balance": 135,
+  "how_busy": 136,
+  "schedule_maintenance": 137,
+  "credit_score": 138,
+  "oil_change_how": 139,
+  "replacement_card_duration": 140,
+  "flip_coin": 141,
+  "food_last": 142,
+  "oil_change_when": 143,
+  "ingredient_substitution": 144,
+  "calendar_update": 145,
+  "cook_time": 146,
+  "next_holiday": 147,
+  "traffic": 148,
+  "smart_home": 149
 }

cache/intent/vocab.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9d4fa520420cf60655dd67114826cef0f8be23bc7ca07cdb3c072f2a400e242b
-size 78973
+oid sha256:c98fcf18cd7d789236b4f28803c90bb00f8ecd3a0b13eb647bdb14a6d173fdb3
+size 68005