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Generative AI on Vertex AI
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API 參考資料
Gemini API
生成內容
函式呼叫
提示類別
連結
程式碼執行 API
Live API
API 錯誤
Embeddings API
文字嵌入
多模態嵌入
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編輯圖片
自訂圖片 (少量拍攝)
虛擬試穿 API
Product Recontext API
為圖片生成說明文字
圖像問題回答 (VQA)
Veo 影片生成 API
Lyria 音樂生成 API
批次預測 API
調整 API
Gen AI Evaluation API
RAG API
RAG API v1beta1
RAG API 1.0 版
RAG 的擷取和產生輸出內容
CountTokens API
MedLM API
REST 和 RPC 參考資料
Vertex AI 的 Express 模式
REST API 參考資料
第 1 版
總覽
countTokens
generateContent
streamGenerateContent
v1beta1
總覽
countTokens
generateContent
streamGenerateContent
REST
所有方法
第 1 版
REST 資源
媒體
總覽
上傳
projects
總覽
getCacheConfig
updateCacheConfig
projects.locations
總覽
augmentPrompt
corroborateContent
evaluateDataset
evaluateInstances
getRagEngineConfig
retrieveContexts
updateRagEngineConfig
projects.locations.cachedContents
總覽
建立
刪除
獲得
清單
修補
projects.locations.endpoints
總覽
fetchPredictOperation
generateContent
predict
predictLongRunning
rawPredict
serverStreamingPredict
streamGenerateContent
streamRawPredict
projects.locations.endpoints.chat
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completions
projects.locations.models
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getIamPolicy
setIamPolicy
testIamPermissions
projects.locations.operations
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取消
刪除
獲得
清單
等待
projects.locations.publishers.models
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fetchPredictOperation
generateContent
predict
predictLongRunning
rawPredict
serverStreamingPredict
streamGenerateContent
streamRawPredict
projects.locations.ragCorpora
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建立
刪除
獲得
清單
修補
projects.locations.ragCorpora.ragFiles
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刪除
獲得
import
清單
projects.locations.reasoningEngines
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建立
刪除
獲得
清單
修補
項查詢
streamQuery
projects.locations.tuningJobs
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取消
建立
獲得
清單
rebaseTunedModel
類型
ApiAuth
ApiKeyConfig
AutoraterConfig
BleuSpec
內容
CustomOutputFormatConfig
EncryptionSpec
ExactMatchSpec
資訊
GcsDestination
GenerateContentResponse
GenerationConfig
HarmBlockThreshold
HarmCategory
ModelArmorConfig
PairwiseMetricSpec
PointwiseMetricSpec
PredictResponse
RagChunk
RagEngineConfig
RagFileTransformationConfig
RougeSpec
SafetySetting
StreamingPredictResponse
Tensor
v1beta1
REST 資源
媒體
總覽
上傳
projects
總覽
getCacheConfig
updateCacheConfig
projects.locations
總覽
augmentPrompt
corroborateContent
evaluateDataset
evaluateInstances
getRagEngineConfig
retrieveContexts
updateRagEngineConfig
projects.locations.cachedContents
總覽
建立
刪除
獲得
清單
修補
projects.locations.endpoints
總覽
countTokens
fetchPredictOperation
generateContent
getIamPolicy
predict
predictLongRunning
rawPredict
serverStreamingPredict
setIamPolicy
streamGenerateContent
streamRawPredict
testIamPermissions
projects.locations.endpoints.chat
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completions
projects.locations.extensions
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刪除
執行
獲得
import
清單
修補
項查詢
projects.locations.models
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getIamPolicy
setIamPolicy
testIamPermissions
projects.locations.operations
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取消
刪除
獲得
清單
等待
projects.locations.publishers
總覽
getIamPolicy
projects.locations.publishers.models
總覽
countTokens
fetchPredictOperation
generateContent
getIamPolicy
predict
predictLongRunning
rawPredict
serverStreamingPredict
streamGenerateContent
streamRawPredict
projects.locations.ragCorpora
總覽
建立
刪除
獲得
清單
修補
projects.locations.ragCorpora.ragFiles
總覽
刪除
獲得
import
清單
projects.locations.reasoningEngines
總覽
建立
刪除
獲得
清單
修補
項查詢
streamQuery
projects.locations.reasoningEngines.memories
總覽
建立
刪除
generate
獲得
清單
修補
擷取
projects.locations.reasoningEngines.sessions
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appendEvent
建立
刪除
獲得
清單
修補
projects.locations.reasoningEngines.sessions.events
總覽
清單
projects.locations.tuningJobs
總覽
取消
建立
獲得
清單
optimizePrompt
rebaseTunedModel
類型
ApiAuth
ApiKeyConfig
AuthConfig
CacheConfig
內容
CountTokensResponse
EncryptionSpec
資訊
FunctionDeclaration
GenerateContentResponse
GenerationConfig
GroundingMetadata
HarmBlockThreshold
HarmCategory
ModalityTokenCount
ModelArmorConfig
PredictResponse
RagChunk
RagEngineConfig
RagFileChunkingConfig
RagFileMetadataConfig
RagFileParsingConfig
RagFileTransformationConfig
SafetySetting
SessionEvent
StreamingPredictResponse
Tensor
共用類型
類型
AuditConfig
繫結
CacheConfig
CancelOperationRequest
日期
DeleteOperationRequest
GetIamPolicyRequest
GetOperationRequest
HttpBody
LatLng
ListOperationsRequest
ListOperationsResponse
LogType
政策
SetIamPolicyRequest
TestIamPermissionsRequest
TestIamPermissionsResponse
WaitOperationRequest
RPC
總覽
cloud.ai.platform.common
google.api
google.cloud.aiplatform.v1
google.cloud.aiplatform.v1beta1
google.iam.v1
google.longrunning
google.rpc
google.type
Google Gen AI SDK
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Go
Java
Node.js
Vertex AI SDK
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Python
Node.js
vertexai
快速入門導覽課程
總覽
類別
ChatSession
ChatSessionPreview
ClientError
GenerateContentResponseHandler
GenerativeModel
GenerativeModelPreview
GoogleApiError
GoogleAuthError
GoogleGenerativeAIError
IllegalArgumentError
Vertex AI
介面
BaseModelParams
BasePart
CachedContent
CachedContentUsageMetadata
引文
CitationMetadata
內容
CountTokensRequest
CountTokensResponse
錯誤詳細資料
FileData
FileDataPart
FunctionCall
FunctionCallPart
FunctionCallingConfig
FunctionDeclaration
FunctionDeclarationSchema
FunctionDeclarationsTool
FunctionResponse
FunctionResponsePart
GenerateContentCandidate
GenerateContentRequest
GenerateContentResponse
GenerateContentResult
GenerationConfig
GenerativeContentBlob
GetGenerativeModelParams
GoogleDate
GoogleSearchRetrieval
GoogleSearchRetrievalTool
GroundingAttributionRetrievedContext
GroundingAttributionSegment
GroundingAttributionWeb
GroundingChunk
GroundingChunkRetrievedContext
GroundingChunkWeb
GroundingMetadata
GroundingSupport
GroundingSupportSegment
InlineDataPart
ListCachedContentsResponse
ModelParams
PromptFeedback
RagResource
RequestOptions
ResponseSchema
擷取
RetrievalTool
SafetyRating
SafetySetting
結構定義
SearchEntryPoint
StartChatParams
StartChatSessionRequest
StreamGenerateContentResult
TextPart
ToolConfig
UsageMetadata
VertexAISearch
VertexInit
VertexRagStore
列舉
BlockedReason
FinishReason
函式呼叫模式
HarmBlockThreshold
HarmCategory
HarmProbability
危害程度
SchemaType
Java
google-cloud-vertexai
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版本記錄
com.google.cloud.vertexai
套件摘要
類別
常數
Vertex AI
VertexAI.Builder
列舉
交通運輸系統
com.google.cloud.vertexai.api
套件摘要
介面
ApiAuth.ApiKeyConfigOrBuilder
ApiAuthOrBuilder
AttributionOrBuilder
AutomaticResourcesOrBuilder
AutoscalingMetricSpecOrBuilder
AvroSourceOrBuilder
BatchDedicatedResourcesOrBuilder
BigQueryDestinationOrBuilder
BigQuerySourceOrBuilder
BlobOrBuilder
BlurBaselineConfigOrBuilder
BoolArrayOrBuilder
CachedContent.UsageMetadataOrBuilder
CachedContentOrBuilder
CandidateOrBuilder
CitationMetadataOrBuilder
CitationOrBuilder
ClientConnectionConfigOrBuilder
CodeExecutionResultOrBuilder
ComputeTokensRequestOrBuilder
ComputeTokensResponseOrBuilder
ContainerRegistryDestinationOrBuilder
ContentOrBuilder
CountTokensRequestOrBuilder
CountTokensResponseOrBuilder
CreateEndpointOperationMetadataOrBuilder
CreateEndpointRequestOrBuilder
CsvDestinationOrBuilder
CsvSourceOrBuilder
DedicatedResourcesOrBuilder
DeleteEndpointRequestOrBuilder
DeleteOperationMetadataOrBuilder
DeployModelOperationMetadataOrBuilder
DeployModelRequestOrBuilder
DeployModelResponseOrBuilder
DeployedModel.StatusOrBuilder
DeployedModelOrBuilder
DirectPredictRequestOrBuilder
DirectPredictResponseOrBuilder
DirectRawPredictRequestOrBuilder
DirectRawPredictResponseOrBuilder
DirectUploadSourceOrBuilder
DiskSpecOrBuilder
DoubleArrayOrBuilder
DynamicRetrievalConfigOrBuilder
EncryptionSpecOrBuilder
EndpointOrBuilder
EndpointServiceGrpc.AsyncService
EnterpriseWebSearchOrBuilder
Examples.ExampleGcsSourceOrBuilder
ExamplesOrBuilder
ExamplesOverrideOrBuilder
ExamplesRestrictionsNamespaceOrBuilder
ExecutableCodeOrBuilder
ExplainRequestOrBuilder
ExplainResponseOrBuilder
ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder
ExplanationMetadata.InputMetadata.VisualizationOrBuilder
ExplanationMetadata.InputMetadataOrBuilder
ExplanationMetadata.OutputMetadataOrBuilder
ExplanationMetadataOrBuilder
ExplanationMetadataOverride.InputMetadataOverrideOrBuilder
ExplanationMetadataOverrideOrBuilder
ExplanationOrBuilder
ExplanationParametersOrBuilder
ExplanationSpecOrBuilder
ExplanationSpecOverrideOrBuilder
FasterDeploymentConfigOrBuilder
FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
FeatureNoiseSigmaOrBuilder
FileDataOrBuilder
FunctionCallOrBuilder
FunctionCallingConfigOrBuilder
FunctionDeclarationOrBuilder
FunctionResponseOrBuilder
GCS 目的地或建構工具
GCS 來源或建構工具
GenerateContentRequestOrBuilder
GenerateContentResponse.PromptFeedbackOrBuilder
GenerateContentResponse.UsageMetadataOrBuilder
GenerateContentResponseOrBuilder
GenerationConfig.RoutingConfig.AutoRoutingModeOrBuilder
GenerationConfig.RoutingConfig.ManualRoutingModeOrBuilder
GenerationConfig.RoutingConfigOrBuilder
GenerationConfigOrBuilder
GenericOperationMetadataOrBuilder
GetEndpointRequestOrBuilder
GoogleDriveSource.ResourceIdOrBuilder
GoogleDriveSourceOrBuilder
GoogleSearchRetrievalOrBuilder
GroundingChunk.RetrievedContextOrBuilder
GroundingChunk.WebOrBuilder
GroundingChunkOrBuilder
GroundingMetadataOrBuilder
GroundingSupportOrBuilder
Int64ArrayOrBuilder
IntegratedGradientsAttributionOrBuilder
JiraSource.JiraQueriesOrBuilder
JiraSourceOrBuilder
ListEndpointsRequestOrBuilder
ListEndpointsResponseOrBuilder
LlmUtilityServiceGrpc.AsyncService
LogprobsResult.CandidateOrBuilder
LogprobsResult.TopCandidatesOrBuilder
LogprobsResultOrBuilder
MachineSpecOrBuilder
ModalityTokenCountOrBuilder
ModelExplanationOrBuilder
MutateDeployedModelOperationMetadataOrBuilder
MutateDeployedModelRequestOrBuilder
MutateDeployedModelResponseOrBuilder
NeighborOrBuilder
NfsMountOrBuilder
PSCAutomationConfigOrBuilder
PartOrBuilder
PersistentDiskSpecOrBuilder
PredictRequestOrBuilder
PredictRequestResponseLoggingConfigOrBuilder
PredictResponseOrBuilder
PredictionServiceGrpc.AsyncService
PresetsOrBuilder
PrivateEndpointsOrBuilder
PrivateServiceConnectConfigOrBuilder
PscAutomatedEndpointsOrBuilder
RagRetrievalConfig.FilterOrBuilder
RagRetrievalConfig.Ranking.LlmRankerOrBuilder
RagRetrievalConfig.Ranking.RankServiceOrBuilder
RagRetrievalConfig.RankingOrBuilder
RagRetrievalConfigOrBuilder
RawPredictRequestOrBuilder
ReservationAffinityOrBuilder
ResourcesConsumedOrBuilder
RetrievalConfigOrBuilder
RetrievalMetadataOrBuilder
RetrievalOrBuilder
SafetyRatingOrBuilder
SafetySettingOrBuilder
SampledShapleyAttributionOrBuilder
SchemaOrBuilder
SearchEntryPointOrBuilder
SegmentOrBuilder
SharePointSources.SharePointSourceOrBuilder
SharePointSourcesOrBuilder
ShieldedVmConfigOrBuilder
SlackSource.SlackChannels.SlackChannelOrBuilder
SlackSource.SlackChannelsOrBuilder
SlackSourceOrBuilder
SmoothGradConfigOrBuilder
SpeculativeDecodingSpec.DraftModelSpeculationOrBuilder
SpeculativeDecodingSpec.NgramSpeculationOrBuilder
SpeculativeDecodingSpecOrBuilder
StreamDirectPredictRequestOrBuilder
StreamDirectPredictResponseOrBuilder
StreamDirectRawPredictRequestOrBuilder
StreamDirectRawPredictResponseOrBuilder
StreamRawPredictRequestOrBuilder
StreamingPredictRequestOrBuilder
StreamingPredictResponseOrBuilder
StreamingRawPredictRequestOrBuilder
StreamingRawPredictResponseOrBuilder
StringArrayOrBuilder
TFRecordDestinationOrBuilder
TensorOrBuilder
TokensInfoOrBuilder
Tool.CodeExecutionOrBuilder
Tool.GoogleSearchOrBuilder
ToolConfigOrBuilder
ToolOrBuilder
UndeployModelOperationMetadataOrBuilder
UndeployModelRequestOrBuilder
UndeployModelResponseOrBuilder
UpdateEndpointLongRunningRequestOrBuilder
UpdateEndpointOperationMetadataOrBuilder
UpdateEndpointRequestOrBuilder
VertexAISearchOrBuilder
VertexRagStore.RagResourceOrBuilder
VertexRagStoreOrBuilder
VideoMetadataOrBuilder
XraiAttributionOrBuilder
類別
AcceleratorTypeProto
ApiAuth
ApiAuth.ApiKeyConfig
ApiAuth.ApiKeyConfig.Builder
ApiAuth.Builder
ApiAuthProto
歸因分析
Attribution.Builder
AutomaticResources
AutomaticResources.Builder
AutoscalingMetricSpec
AutoscalingMetricSpec.Builder
AvroSource
AvroSource.Builder
BatchDedicatedResources
BatchDedicatedResources.Builder
BigQueryDestination
BigQueryDestination.Builder
BigQuerySource
BigQuerySource.Builder
Blob
Blob.Builder
BlurBaselineConfig
BlurBaselineConfig.Builder
BoolArray
BoolArray.Builder
CachedContent
CachedContent.Builder
CachedContent.UsageMetadata
CachedContent.UsageMetadata.Builder
CachedContentName
CachedContentName.Builder
CachedContentProto
候選人
Candidate.Builder
引文
Citation.Builder
CitationMetadata
CitationMetadata.Builder
ClientConnectionConfig
ClientConnectionConfig.Builder
CodeExecutionResult
CodeExecutionResult.Builder
ComputeTokensRequest
ComputeTokensRequest.Builder
ComputeTokensResponse
ComputeTokensResponse.Builder
ContainerRegistryDestination
ContainerRegistryDestination.Builder
內容
Content.Builder
ContentProto
CountTokensRequest
CountTokensRequest.Builder
CountTokensResponse
CountTokensResponse.Builder
CreateEndpointOperationMetadata
CreateEndpointOperationMetadata.Builder
CreateEndpointRequest
CreateEndpointRequest.Builder
CsvDestination
CsvDestination.Builder
CsvSource
CsvSource.Builder
DedicatedResources
DedicatedResources.Builder
DeleteEndpointRequest
DeleteEndpointRequest.Builder
DeleteOperationMetadata
DeleteOperationMetadata.Builder
DeployModelOperationMetadata
DeployModelOperationMetadata.Builder
DeployModelRequest
DeployModelRequest.Builder
DeployModelResponse
DeployModelResponse.Builder
DeployedModel
DeployedModel.Builder
DeployedModel.Status
DeployedModel.Status.Builder
DirectPredictRequest
DirectPredictRequest.Builder
DirectPredictResponse
DirectPredictResponse.Builder
DirectRawPredictRequest
DirectRawPredictRequest.Builder
DirectRawPredictResponse
DirectRawPredictResponse.Builder
DirectUploadSource
DirectUploadSource.Builder
DiskSpec
DiskSpec.Builder
DoubleArray
DoubleArray.Builder
DynamicRetrievalConfig
DynamicRetrievalConfig.Builder
EncryptionSpec
EncryptionSpec.Builder
EncryptionSpecProto
端點
Endpoint.Builder
EndpointName
EndpointName.Builder
EndpointName.ProjectLocationPublisherModelBuilder
EndpointProto
EndpointServiceClient
EndpointServiceClient.ListEndpointsFixedSizeCollection
EndpointServiceClient.ListEndpointsPage
EndpointServiceClient.ListEndpointsPagedResponse
EndpointServiceClient.ListLocationsFixedSizeCollection
EndpointServiceClient.ListLocationsPage
EndpointServiceClient.ListLocationsPagedResponse
EndpointServiceGrpc
EndpointServiceGrpc.EndpointServiceBlockingStub
EndpointServiceGrpc.EndpointServiceBlockingV2Stub
EndpointServiceGrpc.EndpointServiceFutureStub
EndpointServiceGrpc.EndpointServiceImplBase
EndpointServiceGrpc.EndpointServiceStub
EndpointServiceProto
EndpointServiceSettings
EndpointServiceSettings.Builder
EnterpriseWebSearch
EnterpriseWebSearch.Builder
範例
Examples.Builder
Examples.ExampleGcsSource
Examples.ExampleGcsSource.Builder
ExamplesOverride
ExamplesOverride.Builder
ExamplesRestrictionsNamespace
ExamplesRestrictionsNamespace.Builder
ExecutableCode
ExecutableCode.Builder
ExplainRequest
ExplainRequest.Builder
ExplainResponse
ExplainResponse.Builder
說明
Explanation.Builder
ExplanationMetadata
ExplanationMetadata.Builder
ExplanationMetadata.InputMetadata
ExplanationMetadata.InputMetadata.Builder
ExplanationMetadata.InputMetadata.FeatureValueDomain
ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder
ExplanationMetadata.InputMetadata.Visualization
ExplanationMetadata.InputMetadata.Visualization.Builder
ExplanationMetadata.OutputMetadata
ExplanationMetadata.OutputMetadata.Builder
ExplanationMetadataOverride
ExplanationMetadataOverride.Builder
ExplanationMetadataOverride.InputMetadataOverride
ExplanationMetadataOverride.InputMetadataOverride.Builder
ExplanationMetadataProto
ExplanationParameters
ExplanationParameters.Builder
ExplanationProto
ExplanationSpec
ExplanationSpec.Builder
ExplanationSpecOverride
ExplanationSpecOverride.Builder
FasterDeploymentConfig
FasterDeploymentConfig.Builder
FeatureNoiseSigma
FeatureNoiseSigma.Builder
FeatureNoiseSigma.NoiseSigmaForFeature
FeatureNoiseSigma.NoiseSigmaForFeature.Builder
FileData
FileData.Builder
FunctionCall
FunctionCall.Builder
FunctionCallingConfig
FunctionCallingConfig.Builder
FunctionDeclaration
FunctionDeclaration.Builder
FunctionResponse
FunctionResponse.Builder
GcsDestination
GcsDestination.Builder
GcsSource
GcsSource.Builder
GenerateContentRequest
GenerateContentRequest.Builder
GenerateContentResponse
GenerateContentResponse.Builder
GenerateContentResponse.PromptFeedback
GenerateContentResponse.PromptFeedback.Builder
GenerateContentResponse.UsageMetadata
GenerateContentResponse.UsageMetadata.Builder
GenerationConfig
GenerationConfig.Builder
GenerationConfig.RoutingConfig
GenerationConfig.RoutingConfig.AutoRoutingMode
GenerationConfig.RoutingConfig.AutoRoutingMode.Builder
GenerationConfig.RoutingConfig.Builder
GenerationConfig.RoutingConfig.ManualRoutingMode
GenerationConfig.RoutingConfig.ManualRoutingMode.Builder
GenericOperationMetadata
GenericOperationMetadata.Builder
GetEndpointRequest
GetEndpointRequest.Builder
GoogleDriveSource
GoogleDriveSource.Builder
GoogleDriveSource.ResourceId
GoogleDriveSource.ResourceId.Builder
GoogleSearchRetrieval
GoogleSearchRetrieval.Builder
GroundingChunk
GroundingChunk.Builder
GroundingChunk.RetrievedContext
GroundingChunk.RetrievedContext.Builder
GroundingChunk.Web
GroundingChunk.Web.Builder
GroundingMetadata
GroundingMetadata.Builder
GroundingSupport
GroundingSupport.Builder
Int64Array
Int64Array.Builder
IntegratedGradientsAttribution
IntegratedGradientsAttribution.Builder
IoProto
JiraSource
JiraSource.Builder
JiraSource.JiraQueries
JiraSource.JiraQueries.Builder
ListEndpointsRequest
ListEndpointsRequest.Builder
ListEndpointsResponse
ListEndpointsResponse.Builder
LlmUtilityServiceClient
LlmUtilityServiceClient.ListLocationsFixedSizeCollection
LlmUtilityServiceClient.ListLocationsPage
LlmUtilityServiceClient.ListLocationsPagedResponse
LlmUtilityServiceGrpc
LlmUtilityServiceGrpc.LlmUtilityServiceBlockingStub
LlmUtilityServiceGrpc.LlmUtilityServiceBlockingV2Stub
LlmUtilityServiceGrpc.LlmUtilityServiceFutureStub
LlmUtilityServiceGrpc.LlmUtilityServiceImplBase
LlmUtilityServiceGrpc.LlmUtilityServiceStub
LlmUtilityServiceProto
LlmUtilityServiceSettings
LlmUtilityServiceSettings.Builder
地點名稱
LocationName.Builder
LogprobsResult
LogprobsResult.Builder
LogprobsResult.Candidate