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Class TextGenerationResponse (1.68.0)
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TextGenerationResponse ( text : str , _prediction_response : typing . Any , is_blocked : bool = False , errors : typing . Tuple [ int ] = (), safety_attributes : typing . Dict [ str , float ] = <factory >, grounding_metadata : typing . Optional [ vertexai . language_models . _language_models . GroundingMetadata ] = None )
TextGenerationResponse represents a response of a language model.
.. attribute:: text
The generated text
:type: str
Attributes
Name
Description
is_blocked
bool
Whether the the request was blocked.
errors
Tuple[int]
The error codes indicate why the response was blocked.
Learn more information about safety errors here:
this documentation https://cloud.google.com/vertex-ai/docs/generative-ai/learn/responsible-ai#safety_errors
safety_attributes
Dict[str, float]
Scores for safety attributes.
Learn more about the safety attributes here:
https://cloud.google.com/vertex-ai/docs/generative-ai/learn/responsible-ai#safety_attribute_descriptions
grounding_metadata
Optional[vertexai.language_models._language_models .GroundingMetadata]
Metadata for grounding.
Properties
raw_prediction_response
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Last updated 2024-09-24 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"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"
}]
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{"lastModified": "Last updated 2024-09-24 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-24 UTC."]]