Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::Candidate (v0.55.0)

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::Candidate.

A response candidate generated from the model.

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#avg_logprobs

def avg_logprobs() -> ::Float

Returns

• (::Float) — Output only. Average log probability score of the candidate.

#citation_metadata

def citation_metadata() -> ::Google::Cloud::AIPlatform::V1::CitationMetadata

Returns

• (::Google::Cloud::AIPlatform::V1::CitationMetadata) — Output only. Source attribution of the generated content.

#content

def content() -> ::Google::Cloud::AIPlatform::V1::Content

Returns

• (::Google::Cloud::AIPlatform::V1::Content) — Output only. Content parts of the candidate.

#finish_message

def finish_message() -> ::String

Returns

• (::String) — Output only. Describes the reason the mode stopped generating tokens in more detail. This is only filled when finish_reason is set.

#finish_reason

def finish_reason() -> ::Google::Cloud::AIPlatform::V1::Candidate::FinishReason

Returns

• (::Google::Cloud::AIPlatform::V1::Candidate::FinishReason) — Output only. The reason why the model stopped generating tokens. If empty, the model has not stopped generating the tokens.

#grounding_metadata

def grounding_metadata() -> ::Google::Cloud::AIPlatform::V1::GroundingMetadata

Returns

• (::Google::Cloud::AIPlatform::V1::GroundingMetadata) — Output only. Metadata specifies sources used to ground generated content.

#index

def index() -> ::Integer

Returns

• (::Integer) — Output only. Index of the candidate.

#logprobs_result

def logprobs_result() -> ::Google::Cloud::AIPlatform::V1::LogprobsResult

Returns

• (::Google::Cloud::AIPlatform::V1::LogprobsResult) — Output only. Log-likelihood scores for the response tokens and top tokens

#safety_ratings

def safety_ratings() -> ::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>

Returns

• (::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>) — Output only. List of ratings for the safety of a response candidate.

  There is at most one rating per category.

#score

def score() -> ::Float

Returns

• (::Float) — Output only. Confidence score of the candidate.