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tflite_support.task.text.BertQuestionAnswerer
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Class that performs Bert question answering on text.
tflite_support.task.text.BertQuestionAnswerer(
options: tflite_support.task.text.BertQuestionAnswererOptions
,
cpp_bert_question_answerer: _CppBertQuestionAnswerer
) -> None
Methods
answer
View source
answer(
context: str, question: str
) -> tflite_support.task.processor.QuestionAnswererResult
Answers question based on the context.
Could be empty if no answer was
found from the given context.
Args |
context
|
Context the question bases on.
|
question
|
Question to ask.
|
Returns |
Question answerer result.
|
Raises |
ValueError
|
If any of the input arguments is invalid.
|
RuntimeError
|
If failed to calculate the embedding vector.
|
create_from_file
View source
@classmethod
create_from_file(
file_path: str
) -> 'BertQuestionAnswerer'
Creates the BertQuestionAnswerer
object from a TensorFlow Lite model.
Args |
file_path
|
Path to the model.
|
Returns |
BertQuestionAnswerer object that's created from the model file.
|
Raises |
ValueError
|
If failed to create BertQuestionAnswerer object from the
provided file such as invalid file.
|
RuntimeError
|
If other types of error occurred.
|
create_from_options
View source
@classmethod
create_from_options(
options: tflite_support.task.text.BertQuestionAnswererOptions
) -> 'BertQuestionAnswerer'
Creates the BertQuestionAnswerer
object from the options.
Args |
options
|
Options for the Bert question answerer task.
|
Returns |
BertQuestionAnswerer object that's created from options .
|
Raises |
ValueError
|
If failed to create BertQuestionAnswerer object from
BertQuestionAnswererOptions such as missing the model.
|
RuntimeError
|
If other types of error occurred.
|
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Last updated 2024-05-08 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-05-08 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-08 UTC."],[],[]]