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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
messages: list<item: struct<role: string, content: string>>
  child 0, item: struct<role: string, content: string>
      child 0, role: string
      child 1, content: string
topic: string
verification_required: bool
to
{'messages': List({'role': Value('string'), 'content': Value('string')})}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              messages: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              topic: string
              verification_required: bool
              to
              {'messages': List({'role': Value('string'), 'content': Value('string')})}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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messages
list
[ { "role": "user", "content": "What is KYC in banking?" }, { "role": "assistant", "content": "KYC stands for Know Your Customer. It is the process banks use to identify and verify customers and understand the risks associated with the customer relationship." } ]
[ { "role": "user", "content": "What is AML?" }, { "role": "assistant", "content": "AML stands for Anti-Money Laundering. It includes controls and monitoring used by financial institutions to detect and prevent misuse of the financial system for money laundering." } ]
[ { "role": "user", "content": "What is customer due diligence?" }, { "role": "assistant", "content": "Customer Due Diligence is the process of identifying and verifying customers, understanding the purpose of the relationship, and assessing the associated financial crime risk." } ]
[ { "role": "user", "content": "What is credit risk?" }, { "role": "assistant", "content": "Credit risk is the possibility that a borrower or counterparty may fail to meet repayment or contractual obligations." } ]
[ { "role": "user", "content": "What is liquidity risk?" }, { "role": "assistant", "content": "Liquidity risk is the risk that a bank may be unable to meet its financial obligations when they become due without incurring unacceptable losses." } ]
[ { "role": "user", "content": "What is operational risk?" }, { "role": "assistant", "content": "Operational risk is the risk of loss caused by inadequate or failed internal processes, people, systems, or external events." } ]
[ { "role": "user", "content": "What is NPA in banking?" }, { "role": "assistant", "content": "NPA means Non-Performing Asset. It refers to a loan or advance that has stopped generating income for a bank according to applicable regulatory classification requirements." } ]
[ { "role": "user", "content": "What is a secured loan?" }, { "role": "assistant", "content": "A secured loan is a loan backed by collateral such as property, deposits, or another eligible asset." } ]
[ { "role": "user", "content": "What is an unsecured loan?" }, { "role": "assistant", "content": "An unsecured loan is provided without specific collateral and is generally approved based on factors such as income, credit history, and repayment capacity." } ]
[ { "role": "user", "content": "What is a credit score?" }, { "role": "assistant", "content": "A credit score is a numerical representation of a borrower's creditworthiness based on information from the person's credit history." } ]
[ { "role": "user", "content": "What is UPI?" }, { "role": "assistant", "content": "UPI is a real-time payment system in India that enables supported bank accounts to transfer money through compatible applications." } ]
[ { "role": "user", "content": "What is phishing in banking?" }, { "role": "assistant", "content": "Phishing is a fraud technique in which attackers impersonate trusted organizations or individuals to obtain credentials or sensitive financial information." } ]
[ { "role": "user", "content": "Why do banks monitor transactions?" }, { "role": "assistant", "content": "Banks monitor transactions to identify unusual or suspicious activity that may require investigation under fraud, AML, or other compliance controls." } ]
[ { "role": "user", "content": "What is RBI?" }, { "role": "assistant", "content": "The Reserve Bank of India is India's central bank and performs functions including monetary policy, currency management, banking regulation, supervision, and oversight of payment systems." } ]
[ { "role": "user", "content": "What is an RBI Master Direction?" }, { "role": "assistant", "content": "An RBI Master Direction consolidates regulatory directions related to a particular subject and serves as an important regulatory reference for applicable regulated entities." } ]
[ { "role": "user", "content": "What should a banking AI assistant do if it does not know the latest RBI rule?" }, { "role": "assistant", "content": "It should not guess. It should state that the current RBI regulation or official publication must be verified before providing a definitive regulato...

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