Is there any way to test the numerical accuracy of the bank faqbot code against a data set of questions and answers? I was curious since your code seems very streamlined and efficient.

Bot: Hi, Welcome to our bank!
You: What are the documents required for opening a Current Account of a sole proprietorship firm
Traceback (most recent call last):
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/indexes/base.py", line 2646, in get_loc
return self._engine.get_loc(key)
File "pandas/_libs/index.pyx", line 111, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 138, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1619, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1627, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'question'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/Users/adnan/PycharmProjects/untitled/banking-faq-bot-master/Bank FAQbot.py", line 152, in
chat()
File "/Users/adnan/PycharmProjects/untitled/banking-faq-bot-master/Bank FAQbot.py", line 115, in chat
for question in questionset['question']:
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/frame.py", line 2800, in getitem
indexer = self.columns.get_loc(key)
File "/Library/Frameworks/Python.framework/Versions/3.8/lib/python3.8/site-packages/pandas/core/indexes/base.py", line 2648, in get_loc
return self._engine.get_loc(self._maybe_cast_indexer(key))
File "pandas/_libs/index.pyx", line 111, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/index.pyx", line 138, in pandas._libs.index.IndexEngine.get_loc
File "pandas/_libs/hashtable_class_helper.pxi", line 1619, in pandas._libs.hashtable.PyObjectHashTable.get_item
File "pandas/_libs/hashtable_class_helper.pxi", line 1627, in pandas._libs.hashtable.PyObjectHashTable.get_item
KeyError: 'question'

Process finished with exit code 1

#this issue iam not able to resolve in your code

Warning (from warnings module):
File "/Users/RawanAbdullah/Documents/chatbotQu.py", line 7
from collections import Mapping, defaultdict
DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working

Traceback (most recent call last):
File "Bank FAQbot.py", line 158, in
chat()
File "Bank FAQbot.py", line 113, in chat
class_ = le.inverse_transform(model.predict(t_usr)[0])
File "C:\Users\M1042421\AppData\Local\Programs\Python\Python37\lib\site-packages\sklearn\preprocessing\label.py", line 273, in inverse_transform
y = column_or_1d(y, warn=True)
File "C:\Users\M1042421\AppData\Local\Programs\Python\Python37\lib\site-packages\sklearn\utils\validation.py", line 760, in column_or_1d
raise ValueError("bad input shape {0}".format(shape))
ValueError: bad input shape ()

Traceback (most recent call last):
File "C:\Users\muthupandy\AppData\Local\Programs\Python\Python35\myi.py", line 67, in
class_ = le.inverse_transform(model.predict(t_usr)[0])
File "C:\Users\muthupandy\AppData\Local\Programs\Python\Python35\lib\site-packages\sklearn\preprocessing\label.py", line 273, in inverse_transform
y = column_or_1d(y, warn=True)
File "C:\Users\muthupandy\AppData\Local\Programs\Python\Python35\lib\site-packages\sklearn\utils\validation.py", line 797, in column_or_1d
raise ValueError("bad input shape {0}".format(shape))
ValueError: bad input shape ()

please help