Uralstech.UGemini.Models.Generation.QuestionAnswering.GeminiAnswerResponse Class Reference

Response from the model for a grounded answer. More...

Public Attributes
GeminiCandidate	Answer
	Candidate answer from the model.
float	AnswerableProbability
	The model's estimate of the probability that its answer is correct and grounded in the input passages.
GeminiPromptFeedback	InputFeedback
	Feedback related to the input data used to answer the question, as opposed to model-generated response to the question.

Detailed Description

Response from the model for a grounded answer.

Member Data Documentation

Answer

GeminiCandidate Uralstech.UGemini.Models.Generation.QuestionAnswering.GeminiAnswerResponse.Answer

Candidate answer from the model.

The model always attempts to provide a grounded answer, even when the answer is unlikely to be answerable from the given passages.
In that case, a low-quality or ungrounded answer may be provided, along with a low AnswerableProbability.

AnswerableProbability

float Uralstech.UGemini.Models.Generation.QuestionAnswering.GeminiAnswerResponse.AnswerableProbability

The model's estimate of the probability that its answer is correct and grounded in the input passages.

A low answerableProbability indicates that the answer might not be grounded in the sources.

When answerableProbability is low, some clients may wish to:

• Display a message to the effect of "We couldn’t answer that question" to the user.
  
• Fall back to a general-purpose LLM that answers the question from world knowledge. The threshold and nature of such fallbacks will depend on individual clients’ use cases. 0.5 is a good starting threshold.

InputFeedback

GeminiPromptFeedback Uralstech.UGemini.Models.Generation.QuestionAnswering.GeminiAnswerResponse.InputFeedback

Feedback related to the input data used to answer the question, as opposed to model-generated response to the question.

"Input data" can be one or more of the following:

• Question specified by the last entry in GeminiAnswerRequest.Contents
  
• Conversation history specified by the other entries in GeminiAnswerRequest.Contents
  
• Grounding sources (GeminiAnswerRequest.SemanticRetriever or GeminiAnswerRequest.InlinePassages)
  

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The documentation for this class was generated from the following file:

• UGemini/Packages/com.uralstech.ugemini/Runtime/Scripts/Data/Models/Generation/Answer/GeminiAnswerResponse.cs