Google Cloud
Documentation Technology areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
Cross-product tools
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
Related sites
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
  • Google Cloud Developer Center
  • Google Developer Center
  • Google Cloud Marketplace
  • Google Cloud Marketplace Documentation
  • Google Cloud Skills Boost
  • Google Cloud Solution Center
  • Google Cloud Support
  • Google Cloud Tech Youtube Channel
/
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Português – Brasil
  • 中文 – 简体
  • 日本語
  • 한국어
Sign in
  • Node.js
Overview Guides Reference Samples
Contact Us Start free
Google Cloud
  • Documentation
    • Overview
    • Guides
    • Reference
    • Samples
  • Technology areas
    • More
  • Cross-product tools
    • More
  • Related sites
    • More
  • Console
  • Contact Us
  • Start free
  • Overview
  • Library reference docs
  • access-approval
  • access-context-manager
  • accounts
  • addressvalidation
  • admanager
  • admin
  • advisorynotifications
  • aiplatform
  • alloydb
  • api-gateway
  • apigee-connect
  • apigee-registry
  • apikeys
  • appconnections
  • appconnectors
  • appengine-admin
  • appgateways
  • apphub
  • area120-tables
  • artifact-registry
  • asset
  • assured-workloads
  • automl
  • backupdr
  • bare-metal-solution
  • batch
  • bigquery
  • bigquery-analyticshub
  • bigquery-connection
  • bigquery-data-exchange
  • bigquery-data-transfer
  • bigquery-datapolicies
  • bigquery-migration
  • bigquery-reservation
  • bigquery-storage
  • bigtable
  • billing
  • billing-budgets
  • binary-authorization
  • certificate-manager
  • channel
  • chat
  • clientconnectorservices
  • clientgateways
  • cloudbuild
  • cloudcontrolspartner
  • cloudprofiler
  • cloudquotas
  • code-suggester
  • common
  • common
  • compute
  • confidentialcomputing
  • config
  • connect-datastore
  • connect-firestore
  • contact-center-insights
  • container
  • containeranalysis
  • contentwarehouse
  • conversions
  • css
  • data
  • data-fusion
  • data-qna
  • datacatalog
  • dataflow
  • dataform
  • datalabeling
  • dataplex
  • dataproc
  • dataproc-metastore
  • datasources
  • datastore
  • datastream
  • debug-agent
  • deploy
  • developerconnect
  • dialogflow
  • dialogflow-cx
  • discoveryengine
  • dlp
  • dms
  • dns
  • documentai
  • domains
  • edgecontainer
  • edgenetwork
  • error-reporting
  • essential-contacts
  • eventarc
  • eventarc-publishing
  • filestore
  • firestore
  • fleetengine
  • fleetengine-delivery
  • functions
  • game-servers
  • gaxios
  • gce-images
  • gcp-metadata
  • gcs-resumable-upload
  • gdchardwaremanagement
  • generativelanguage
    • CacheServiceClient (v1beta)
    • CacheServiceClient (v1alpha)
    • DiscussServiceClient (v1beta3)
    • DiscussServiceClient (v1beta2)
    • DiscussServiceClient (v1beta)
    • DiscussServiceClient (v1alpha)
    • FileServiceClient (v1beta)
    • FileServiceClient (v1alpha)
    • GenerativeServiceClient (v1)
    • GenerativeServiceClient (v1beta)
    • GenerativeServiceClient (v1alpha)
    • ModelServiceClient (v1)
    • ModelServiceClient (v1beta3)
    • ModelServiceClient (v1beta2)
    • ModelServiceClient (v1beta)
    • ModelServiceClient (v1alpha)
    • PermissionServiceClient (v1beta3)
    • PermissionServiceClient (v1beta)
    • PermissionServiceClient (v1alpha)
    • PredictionServiceClient (v1beta)
    • PredictionServiceClient (v1alpha)
    • RetrieverServiceClient (v1beta)
    • RetrieverServiceClient (v1alpha)
    • TextServiceClient (v1beta3)
    • TextServiceClient (v1beta2)
    • TextServiceClient (v1beta)
    • TextServiceClient (v1alpha)
    • Classes
      • protos.google.ai.generativelanguage.v1
        • BatchEmbedContentsRequest
        • BatchEmbedContentsResponse
        • Blob
        • Candidate
        • Candidate
        • CitationMetadata
        • CitationSource
        • Content
        • ContentEmbedding
        • CountTokensRequest
        • CountTokensResponse
        • EmbedContentRequest
        • EmbedContentResponse
        • GenerateContentRequest
        • GenerateContentResponse
        • GenerationConfig
        • GenerativeService
        • GetModelRequest
        • GroundingChunk
        • GroundingMetadata
        • GroundingSupport
        • ListModelsRequest
        • ListModelsResponse
        • LogprobsResult
        • Model
        • ModelService
        • Part
        • PromptFeedback
        • RetrievalMetadata
        • SafetyRating
        • SafetySetting
        • SearchEntryPoint
        • Segment
        • TopCandidates
        • UsageMetadata
        • Web
      • protos.google.ai.generativelanguage.v1alpha
        • AttributionSourceId
        • BatchCreateChunksRequest
        • BatchCreateChunksResponse
        • BatchDeleteChunksRequest
        • BatchEmbedContentsRequest
        • BatchEmbedContentsResponse
        • BatchEmbedTextRequest
        • BatchEmbedTextResponse
        • BatchUpdateChunksRequest
        • BatchUpdateChunksResponse
        • BidiGenerateContentClientContent
        • BidiGenerateContentClientMessage
        • BidiGenerateContentRealtimeInput
        • BidiGenerateContentServerContent
        • BidiGenerateContentServerMessage
        • BidiGenerateContentSetup
        • BidiGenerateContentSetupComplete
        • BidiGenerateContentToolCall
        • BidiGenerateContentToolCallCancellation
        • BidiGenerateContentToolResponse
        • Blob
        • CacheService
        • CachedContent
        • Candidate
        • Candidate
        • Chunk
        • ChunkData
        • CitationMetadata
        • CitationSource
        • CodeExecution
        • CodeExecutionResult
        • Condition
        • Content
        • ContentEmbedding
        • ContentFilter
        • Corpus
        • CountMessageTokensRequest
        • CountMessageTokensResponse
        • CountTextTokensRequest
        • CountTextTokensResponse
        • CountTokensRequest
        • CountTokensResponse
        • CreateCachedContentRequest
        • CreateChunkRequest
        • CreateCorpusRequest
        • CreateDocumentRequest
        • CreateFileRequest
        • CreateFileResponse
        • CreatePermissionRequest
        • CreateTunedModelMetadata
        • CreateTunedModelRequest
        • CustomMetadata
        • Dataset
        • DeleteCachedContentRequest
        • DeleteChunkRequest
        • DeleteCorpusRequest
        • DeleteDocumentRequest
        • DeleteFileRequest
        • DeletePermissionRequest
        • DeleteTunedModelRequest
        • DiscussService
        • Document
        • DynamicRetrievalConfig
        • EmbedContentRequest
        • EmbedContentResponse
        • EmbedTextRequest
        • EmbedTextResponse
        • Embedding
        • Example
        • ExecutableCode
        • File
        • FileData
        • FileService
        • FunctionCall
        • FunctionCallingConfig
        • FunctionDeclaration
        • FunctionResponse
        • GenerateAnswerRequest
        • GenerateAnswerResponse
        • GenerateContentRequest
        • GenerateContentResponse
        • GenerateMessageRequest
        • GenerateMessageResponse
        • GenerateTextRequest
        • GenerateTextResponse
        • GenerationConfig
        • GenerativeService
        • GetCachedContentRequest
        • GetChunkRequest
        • GetCorpusRequest
        • GetDocumentRequest
        • GetFileRequest
        • GetModelRequest
        • GetPermissionRequest
        • GetTunedModelRequest
        • GoogleSearch
        • GoogleSearchRetrieval
        • GroundingAttribution
        • GroundingChunk
        • GroundingMetadata
        • GroundingPassage
        • GroundingPassageId
        • GroundingPassages
        • GroundingSupport
        • Hyperparameters
        • InputFeedback
        • ListCachedContentsRequest
        • ListCachedContentsResponse
        • ListChunksRequest
        • ListChunksResponse
        • ListCorporaRequest
        • ListCorporaResponse
        • ListDocumentsRequest
        • ListDocumentsResponse
        • ListFilesRequest
        • ListFilesResponse
        • ListModelsRequest
        • ListModelsResponse
        • ListPermissionsRequest
        • ListPermissionsResponse
        • ListTunedModelsRequest
        • ListTunedModelsResponse
        • LogprobsResult
        • Message
        • MessagePrompt
        • MetadataFilter
        • Model
        • ModelService
        • Part
        • Permission
        • PermissionService
        • PrebuiltVoiceConfig
        • PredictRequest
        • PredictResponse
        • PredictionService
        • PromptFeedback
        • QueryCorpusRequest
        • QueryCorpusResponse
        • QueryDocumentRequest
        • QueryDocumentResponse
        • RelevantChunk
        • RetrievalMetadata
        • RetrieverService
        • SafetyFeedback
        • SafetyRating
        • SafetySetting
        • Schema
        • SearchEntryPoint
        • Segment
        • SemanticRetrieverChunk
        • SemanticRetrieverConfig
        • SpeechConfig
        • StringList
        • TextCompletion
        • TextPrompt
        • TextService
        • Tool
        • ToolConfig
        • TopCandidates
        • TransferOwnershipRequest
        • TransferOwnershipResponse
        • TunedModel
        • TunedModelSource
        • TuningContent
        • TuningExample
        • TuningExamples
        • TuningMultiturnExample
        • TuningPart
        • TuningSnapshot
        • TuningTask
        • UpdateCachedContentRequest
        • UpdateChunkRequest
        • UpdateCorpusRequest
        • UpdateDocumentRequest
        • UpdatePermissionRequest
        • UpdateTunedModelRequest
        • UsageMetadata
        • UsageMetadata
        • VideoMetadata
        • VoiceConfig
        • Web
      • protos.google.ai.generativelanguage.v1beta
        • AttributionSourceId
        • BatchCreateChunksRequest
        • BatchCreateChunksResponse
        • BatchDeleteChunksRequest
        • BatchEmbedContentsRequest
        • BatchEmbedContentsResponse
        • BatchEmbedTextRequest
        • BatchEmbedTextResponse
        • BatchUpdateChunksRequest
        • BatchUpdateChunksResponse
        • Blob
        • CacheService
        • CachedContent
        • Candidate
        • Candidate
        • Chunk
        • ChunkData
        • CitationMetadata
        • CitationSource
        • CodeExecution
        • CodeExecutionResult
        • Condition
        • Content
        • ContentEmbedding
        • ContentFilter
        • Corpus
        • CountMessageTokensRequest
        • CountMessageTokensResponse
        • CountTextTokensRequest
        • CountTextTokensResponse
        • CountTokensRequest
        • CountTokensResponse
        • CreateCachedContentRequest
        • CreateChunkRequest
        • CreateCorpusRequest
        • CreateDocumentRequest
        • CreateFileRequest
        • CreateFileResponse
        • CreatePermissionRequest
        • CreateTunedModelMetadata
        • CreateTunedModelRequest
        • CustomMetadata
        • Dataset
        • DeleteCachedContentRequest
        • DeleteChunkRequest
        • DeleteCorpusRequest
        • DeleteDocumentRequest
        • DeleteFileRequest
        • DeletePermissionRequest
        • DeleteTunedModelRequest
        • DiscussService
        • Document
        • DynamicRetrievalConfig
        • EmbedContentRequest
        • EmbedContentResponse
        • EmbedTextRequest
        • EmbedTextResponse
        • Embedding
        • Example
        • ExecutableCode
        • File
        • FileData
        • FileService
        • FunctionCall
        • FunctionCallingConfig
        • FunctionDeclaration
        • FunctionResponse
        • GenerateAnswerRequest
        • GenerateAnswerResponse
        • GenerateContentRequest
        • GenerateContentResponse
        • GenerateMessageRequest
        • GenerateMessageResponse
        • GenerateTextRequest
        • GenerateTextResponse
        • GenerationConfig
        • GenerativeService
        • GetCachedContentRequest
        • GetChunkRequest
        • GetCorpusRequest
        • GetDocumentRequest
        • GetFileRequest
        • GetModelRequest
        • GetPermissionRequest
        • GetTunedModelRequest
        • GoogleSearch
        • GoogleSearchRetrieval
        • GroundingAttribution
        • GroundingChunk
        • GroundingMetadata
        • GroundingPassage
        • GroundingPassageId
        • GroundingPassages
        • GroundingSupport
        • Hyperparameters
        • InputFeedback
        • ListCachedContentsRequest
        • ListCachedContentsResponse
        • ListChunksRequest
        • ListChunksResponse
        • ListCorporaRequest
        • ListCorporaResponse
        • ListDocumentsRequest
        • ListDocumentsResponse
        • ListFilesRequest
        • ListFilesResponse
        • ListModelsRequest
        • ListModelsResponse
        • ListPermissionsRequest
        • ListPermissionsResponse
        • ListTunedModelsRequest
        • ListTunedModelsResponse
        • LogprobsResult
        • Message
        • MessagePrompt
        • MetadataFilter
        • Model
        • ModelService
        • Part
        • Permission
        • PermissionService
        • PrebuiltVoiceConfig
        • PredictRequest
        • PredictResponse
        • PredictionService
        • PromptFeedback
        • QueryCorpusRequest
        • QueryCorpusResponse
        • QueryDocumentRequest
        • QueryDocumentResponse
        • RelevantChunk
        • RetrievalMetadata
        • RetrieverService
        • SafetyFeedback
        • SafetyRating
        • SafetySetting
        • Schema
        • SearchEntryPoint
        • Segment
        • SemanticRetrieverChunk
        • SemanticRetrieverConfig
        • SpeechConfig
        • StringList
        • TextCompletion
        • TextPrompt
        • TextService
        • Tool
        • ToolConfig
        • TopCandidates
        • TransferOwnershipRequest
        • TransferOwnershipResponse
        • TunedModel
        • TunedModelSource
        • TuningExample
        • TuningExamples
        • TuningSnapshot
        • TuningTask
        • UpdateCachedContentRequest
        • UpdateChunkRequest
        • UpdateCorpusRequest
        • UpdateDocumentRequest
        • UpdatePermissionRequest
        • UpdateTunedModelRequest
        • UsageMetadata
        • UsageMetadata
        • VideoMetadata
        • VoiceConfig
        • Web
      • protos.google.ai.generativelanguage.v1beta2
        • CitationMetadata
        • CitationSource
        • ContentFilter
        • CountMessageTokensRequest
        • CountMessageTokensResponse
        • DiscussService
        • EmbedTextRequest
        • EmbedTextResponse
        • Embedding
        • Example
        • GenerateMessageRequest
        • GenerateMessageResponse
        • GenerateTextRequest
        • GenerateTextResponse
        • GetModelRequest
        • ListModelsRequest
        • ListModelsResponse
        • Message
        • MessagePrompt
        • Model
        • ModelService
        • SafetyFeedback
        • SafetyRating
        • SafetySetting
        • TextCompletion
        • TextPrompt
        • TextService
      • protos.google.ai.generativelanguage.v1beta3
        • BatchEmbedTextRequest
        • BatchEmbedTextResponse
        • CitationMetadata
        • CitationSource
        • ContentFilter
        • CountMessageTokensRequest
        • CountMessageTokensResponse
        • CountTextTokensRequest
        • CountTextTokensResponse
        • CreatePermissionRequest
        • CreateTunedModelMetadata
        • CreateTunedModelRequest
        • Dataset
        • DeletePermissionRequest
        • DeleteTunedModelRequest
        • DiscussService
        • EmbedTextRequest
        • EmbedTextResponse
        • Embedding
        • Example
        • GenerateMessageRequest
        • GenerateMessageResponse
        • GenerateTextRequest
        • GenerateTextResponse
        • GetModelRequest
        • GetPermissionRequest
        • GetTunedModelRequest
        • Hyperparameters
        • ListModelsRequest
        • ListModelsResponse
        • ListPermissionsRequest
        • ListPermissionsResponse
        • ListTunedModelsRequest
        • ListTunedModelsResponse
        • Message
        • MessagePrompt
        • Model
        • ModelService
        • Permission
        • PermissionService
        • SafetyFeedback
        • SafetyRating
        • SafetySetting
        • TextCompletion
        • TextPrompt
        • TextService
        • TransferOwnershipRequest
        • TransferOwnershipResponse
        • TunedModel
        • TunedModelSource
        • TuningExample
        • TuningExamples
        • TuningSnapshot
        • TuningTask
        • UpdatePermissionRequest
        • UpdateTunedModelRequest
      • protos.google.api
        • ClientLibrarySettings
        • CommonLanguageSettings
        • CppSettings
        • CustomHttpPattern
        • DotnetSettings
        • GoSettings
        • Http
        • HttpRule
        • JavaSettings
        • LongRunning
        • MethodSettings
        • NodeSettings
        • PhpSettings
        • Publishing
        • PythonSettings
        • ResourceDescriptor
        • ResourceReference
        • RubySettings
      • protos.google.longrunning
        • CancelOperationRequest
        • DeleteOperationRequest
        • GetOperationRequest
        • ListOperationsRequest
        • ListOperationsResponse
        • Operation
        • OperationInfo
        • Operations
        • WaitOperationRequest
      • protos.google.protobuf
        • Annotation
        • Any
        • Declaration
        • DescriptorProto
        • Duration
        • EditionDefault
        • Empty
        • EnumDescriptorProto
        • EnumOptions
        • EnumReservedRange
        • EnumValueDescriptorProto
        • EnumValueOptions
        • ExtensionRange
        • ExtensionRangeOptions
        • FeatureSet
        • FeatureSetDefaults
        • FeatureSetEditionDefault
        • FieldDescriptorProto
        • FieldMask
        • FieldOptions
        • FileDescriptorProto
        • FileDescriptorSet
        • FileOptions
        • GeneratedCodeInfo
        • ListValue
        • Location
        • MessageOptions
        • MethodDescriptorProto
        • MethodOptions
        • NamePart
        • OneofDescriptorProto
        • OneofOptions
        • ReservedRange
        • ServiceDescriptorProto
        • ServiceOptions
        • SourceCodeInfo
        • Struct
        • Timestamp
        • UninterpretedOption
        • Value
      • protos.google.rpc
        • Status
    • Interfaces
      • protos.google.ai.generativelanguage.v1
        • IBatchEmbedContentsRequest
        • IBatchEmbedContentsResponse
        • IBlob
        • ICandidate
        • ICandidate
        • ICitationMetadata
        • ICitationSource
        • IContent
        • IContentEmbedding
        • ICountTokensRequest
        • ICountTokensResponse
        • IEmbedContentRequest
        • IEmbedContentResponse
        • IGenerateContentRequest
        • IGenerateContentResponse
        • IGenerationConfig
        • IGetModelRequest
        • IGroundingChunk
        • IGroundingMetadata
        • IGroundingSupport
        • IListModelsRequest
        • IListModelsResponse
        • ILogprobsResult
        • IModel
        • IPart
        • IPromptFeedback
        • IRetrievalMetadata
        • ISafetyRating
        • ISafetySetting
        • ISearchEntryPoint
        • ISegment
        • ITopCandidates
        • IUsageMetadata
        • IWeb
      • protos.google.ai.generativelanguage.v1alpha
        • IAttributionSourceId
        • IBatchCreateChunksRequest
        • IBatchCreateChunksResponse
        • IBatchDeleteChunksRequest
        • IBatchEmbedContentsRequest
        • IBatchEmbedContentsResponse
        • IBatchEmbedTextRequest
        • IBatchEmbedTextResponse
        • IBatchUpdateChunksRequest
        • IBatchUpdateChunksResponse
        • IBidiGenerateContentClientContent
        • IBidiGenerateContentClientMessage
        • IBidiGenerateContentRealtimeInput
        • IBidiGenerateContentServerContent
        • IBidiGenerateContentServerMessage
        • IBidiGenerateContentSetup
        • IBidiGenerateContentSetupComplete
        • IBidiGenerateContentToolCall
        • IBidiGenerateContentToolCallCancellation
        • IBidiGenerateContentToolResponse
        • IBlob
        • ICachedContent
        • ICandidate
        • ICandidate
        • IChunk
        • IChunkData
        • ICitationMetadata
        • ICitationSource
        • ICodeExecution
        • ICodeExecutionResult
        • ICondition
        • IContent
        • IContentEmbedding
        • IContentFilter
        • ICorpus
        • ICountMessageTokensRequest
        • ICountMessageTokensResponse
        • ICountTextTokensRequest
        • ICountTextTokensResponse
        • ICountTokensRequest
        • ICountTokensResponse
        • ICreateCachedContentRequest
        • ICreateChunkRequest
        • ICreateCorpusRequest
        • ICreateDocumentRequest
        • ICreateFileRequest
        • ICreateFileResponse
        • ICreatePermissionRequest
        • ICreateTunedModelMetadata
        • ICreateTunedModelRequest
        • ICustomMetadata
        • IDataset
        • IDeleteCachedContentRequest
        • IDeleteChunkRequest
        • IDeleteCorpusRequest
        • IDeleteDocumentRequest
        • IDeleteFileRequest
        • IDeletePermissionRequest
        • IDeleteTunedModelRequest
        • IDocument
        • IDynamicRetrievalConfig
        • IEmbedContentRequest
        • IEmbedContentResponse
        • IEmbedTextRequest
        • IEmbedTextResponse
        • IEmbedding
        • IExample
        • IExecutableCode
        • IFile
        • IFileData
        • IFunctionCall
        • IFunctionCallingConfig
        • IFunctionDeclaration
        • IFunctionResponse
        • IGenerateAnswerRequest
        • IGenerateAnswerResponse
        • IGenerateContentRequest
        • IGenerateContentResponse
        • IGenerateMessageRequest
        • IGenerateMessageResponse
        • IGenerateTextRequest
        • IGenerateTextResponse
        • IGenerationConfig
        • IGetCachedContentRequest
        • IGetChunkRequest
        • IGetCorpusRequest
        • IGetDocumentRequest
        • IGetFileRequest
        • IGetModelRequest
        • IGetPermissionRequest
        • IGetTunedModelRequest
        • IGoogleSearch
        • IGoogleSearchRetrieval
        • IGroundingAttribution
        • IGroundingChunk
        • IGroundingMetadata
        • IGroundingPassage
        • IGroundingPassageId
        • IGroundingPassages
        • IGroundingSupport
        • IHyperparameters
        • IInputFeedback
        • IListCachedContentsRequest
        • IListCachedContentsResponse
        • IListChunksRequest
        • IListChunksResponse
        • IListCorporaRequest
        • IListCorporaResponse
        • IListDocumentsRequest
        • IListDocumentsResponse
        • IListFilesRequest
        • IListFilesResponse
        • IListModelsRequest
        • IListModelsResponse
        • IListPermissionsRequest
        • IListPermissionsResponse
        • IListTunedModelsRequest
        • IListTunedModelsResponse
        • ILogprobsResult
        • IMessage
        • IMessagePrompt
        • IMetadataFilter
        • IModel
        • IPart
        • IPermission
        • IPrebuiltVoiceConfig
        • IPredictRequest
        • IPredictResponse
        • IPromptFeedback
        • IQueryCorpusRequest
        • IQueryCorpusResponse
        • IQueryDocumentRequest
        • IQueryDocumentResponse
        • IRelevantChunk
        • IRetrievalMetadata
        • ISafetyFeedback
        • ISafetyRating
        • ISafetySetting
        • ISchema
        • ISearchEntryPoint
        • ISegment
        • ISemanticRetrieverChunk
        • ISemanticRetrieverConfig
        • ISpeechConfig
        • IStringList
        • ITextCompletion
        • ITextPrompt
        • ITool
        • IToolConfig
        • ITopCandidates
        • ITransferOwnershipRequest
        • ITransferOwnershipResponse
        • ITunedModel
        • ITunedModelSource
        • ITuningContent
        • ITuningExample
        • ITuningExamples
        • ITuningMultiturnExample
        • ITuningPart
        • ITuningSnapshot
        • ITuningTask
        • IUpdateCachedContentRequest
        • IUpdateChunkRequest
        • IUpdateCorpusRequest
        • IUpdateDocumentRequest
        • IUpdatePermissionRequest
        • IUpdateTunedModelRequest
        • IUsageMetadata
        • IUsageMetadata
        • IVideoMetadata
        • IVoiceConfig
        • IWeb
      • protos.google.ai.generativelanguage.v1beta
        • IAttributionSourceId
        • IBatchCreateChunksRequest
        • IBatchCreateChunksResponse
        • IBatchDeleteChunksRequest
        • IBatchEmbedContentsRequest
        • IBatchEmbedContentsResponse
        • IBatchEmbedTextRequest
        • IBatchEmbedTextResponse
        • IBatchUpdateChunksRequest
        • IBatchUpdateChunksResponse
        • IBlob
        • ICachedContent
        • ICandidate
        • ICandidate
        • IChunk
        • IChunkData
        • ICitationMetadata
        • ICitationSource
        • ICodeExecution
        • ICodeExecutionResult
        • ICondition
        • IContent
        • IContentEmbedding
        • IContentFilter
        • ICorpus
        • ICountMessageTokensRequest
        • ICountMessageTokensResponse
        • ICountTextTokensRequest
        • ICountTextTokensResponse
        • ICountTokensRequest
        • ICountTokensResponse
        • ICreateCachedContentRequest
        • ICreateChunkRequest
        • ICreateCorpusRequest
        • ICreateDocumentRequest
        • ICreateFileRequest
        • ICreateFileResponse
        • ICreatePermissionRequest
        • ICreateTunedModelMetadata
        • ICreateTunedModelRequest
        • ICustomMetadata
        • IDataset
        • IDeleteCachedContentRequest
        • IDeleteChunkRequest
        • IDeleteCorpusRequest
        • IDeleteDocumentRequest
        • IDeleteFileRequest
        • IDeletePermissionRequest
        • IDeleteTunedModelRequest
        • IDocument
        • IDynamicRetrievalConfig
        • IEmbedContentRequest
        • IEmbedContentResponse
        • IEmbedTextRequest
        • IEmbedTextResponse
        • IEmbedding
        • IExample
        • IExecutableCode
        • IFile
        • IFileData
        • IFunctionCall
        • IFunctionCallingConfig
        • IFunctionDeclaration
        • IFunctionResponse
        • IGenerateAnswerRequest
        • IGenerateAnswerResponse
        • IGenerateContentRequest
        • IGenerateContentResponse
        • IGenerateMessageRequest
        • IGenerateMessageResponse
        • IGenerateTextRequest
        • IGenerateTextResponse
        • IGenerationConfig
        • IGetCachedContentRequest
        • IGetChunkRequest
        • IGetCorpusRequest
        • IGetDocumentRequest
        • IGetFileRequest
        • IGetModelRequest
        • IGetPermissionRequest
        • IGetTunedModelRequest
        • IGoogleSearch
        • IGoogleSearchRetrieval
        • IGroundingAttribution
        • IGroundingChunk
        • IGroundingMetadata
        • IGroundingPassage
        • IGroundingPassageId
        • IGroundingPassages
        • IGroundingSupport
        • IHyperparameters
        • IInputFeedback
        • IListCachedContentsRequest
        • IListCachedContentsResponse
        • IListChunksRequest
        • IListChunksResponse
        • IListCorporaRequest
        • IListCorporaResponse
        • IListDocumentsRequest
        • IListDocumentsResponse
        • IListFilesRequest
        • IListFilesResponse
        • IListModelsRequest
        • IListModelsResponse
        • IListPermissionsRequest
        • IListPermissionsResponse
        • IListTunedModelsRequest
        • IListTunedModelsResponse
        • ILogprobsResult
        • IMessage
        • IMessagePrompt
        • IMetadataFilter
        • IModel
        • IPart
        • IPermission
        • IPrebuiltVoiceConfig
        • IPredictRequest
        • IPredictResponse
        • IPromptFeedback
        • IQueryCorpusRequest
        • IQueryCorpusResponse
        • IQueryDocumentRequest
        • IQueryDocumentResponse
        • IRelevantChunk
        • IRetrievalMetadata
        • ISafetyFeedback
        • ISafetyRating
        • ISafetySetting
        • ISchema
        • ISearchEntryPoint
        • ISegment
        • ISemanticRetrieverChunk
        • ISemanticRetrieverConfig
        • ISpeechConfig
        • IStringList
        • ITextCompletion
        • ITextPrompt
        • ITool
        • IToolConfig
        • ITopCandidates
        • ITransferOwnershipRequest
        • ITransferOwnershipResponse
        • ITunedModel
        • ITunedModelSource
        • ITuningExample
        • ITuningExamples
        • ITuningSnapshot
        • ITuningTask
        • IUpdateCachedContentRequest
        • IUpdateChunkRequest
        • IUpdateCorpusRequest
        • IUpdateDocumentRequest
        • IUpdatePermissionRequest
        • IUpdateTunedModelRequest
        • IUsageMetadata
        • IUsageMetadata
        • IVideoMetadata
        • IVoiceConfig
        • IWeb
      • protos.google.ai.generativelanguage.v1beta2
        • ICitationMetadata
        • ICitationSource
        • IContentFilter
        • ICountMessageTokensRequest
        • ICountMessageTokensResponse
        • IEmbedTextRequest
        • IEmbedTextResponse
        • IEmbedding
        • IExample
        • IGenerateMessageRequest
        • IGenerateMessageResponse
        • IGenerateTextRequest
        • IGenerateTextResponse
        • IGetModelRequest
        • IListModelsRequest
        • IListModelsResponse
        • IMessage
        • IMessagePrompt
        • IModel
        • ISafetyFeedback
        • ISafetyRating
        • ISafetySetting
        • ITextCompletion
        • ITextPrompt
      • protos.google.ai.generativelanguage.v1beta3
        • IBatchEmbedTextRequest
        • IBatchEmbedTextResponse
        • ICitationMetadata
        • ICitationSource
        • IContentFilter
        • ICountMessageTokensRequest
        • ICountMessageTokensResponse
        • ICountTextTokensRequest
        • ICountTextTokensResponse
        • ICreatePermissionRequest
        • ICreateTunedModelMetadata
        • ICreateTunedModelRequest
        • IDataset
        • IDeletePermissionRequest
        • IDeleteTunedModelRequest
        • IEmbedTextRequest
        • IEmbedTextResponse
        • IEmbedding
        • IExample
        • IGenerateMessageRequest
        • IGenerateMessageResponse
        • IGenerateTextRequest
        • IGenerateTextResponse
        • IGetModelRequest
        • IGetPermissionRequest
        • IGetTunedModelRequest
        • IHyperparameters
        • IListModelsRequest
        • IListModelsResponse
        • IListPermissionsRequest
        • IListPermissionsResponse
        • IListTunedModelsRequest
        • IListTunedModelsResponse
        • IMessage
        • IMessagePrompt
        • IModel
        • IPermission
        • ISafetyFeedback
        • ISafetyRating
        • ISafetySetting
        • ITextCompletion
        • ITextPrompt
        • ITransferOwnershipRequest
        • ITransferOwnershipResponse
        • ITunedModel
        • ITunedModelSource
        • ITuningExample
        • ITuningExamples
        • ITuningSnapshot
        • ITuningTask
        • IUpdatePermissionRequest
        • IUpdateTunedModelRequest
      • protos.google.api
        • IClientLibrarySettings
        • ICommonLanguageSettings
        • ICppSettings
        • ICustomHttpPattern
        • IDotnetSettings
        • IGoSettings
        • IHttp
        • IHttpRule
        • IJavaSettings
        • ILongRunning
        • IMethodSettings
        • INodeSettings
        • IPhpSettings
        • IPublishing
        • IPythonSettings
        • IResourceDescriptor
        • IResourceReference
        • IRubySettings
      • protos.google.longrunning
        • ICancelOperationRequest
        • IDeleteOperationRequest
        • IGetOperationRequest
        • IListOperationsRequest
        • IListOperationsResponse
        • IOperation
        • IOperationInfo
        • IWaitOperationRequest
      • protos.google.protobuf
        • IAnnotation
        • IAny
        • IDeclaration
        • IDescriptorProto
        • IDuration
        • IEditionDefault
        • IEmpty
        • IEnumDescriptorProto
        • IEnumOptions
        • IEnumReservedRange
        • IEnumValueDescriptorProto
        • IEnumValueOptions
        • IExtensionRange
        • IExtensionRangeOptions
        • IFeatureSet
        • IFeatureSetDefaults
        • IFeatureSetEditionDefault
        • IFieldDescriptorProto
        • IFieldMask
        • IFieldOptions
        • IFileDescriptorProto
        • IFileDescriptorSet
        • IFileOptions
        • IGeneratedCodeInfo
        • IListValue
        • ILocation
        • IMessageOptions
        • IMethodDescriptorProto
        • IMethodOptions
        • INamePart
        • IOneofDescriptorProto
        • IOneofOptions
        • IReservedRange
        • IServiceDescriptorProto
        • IServiceOptions
        • ISourceCodeInfo
        • IStruct
        • ITimestamp
        • IUninterpretedOption
        • IValue
      • protos.google.rpc
        • IStatus
    • Enums
      • protos.google.ai.generativelanguage.v1
        • BlockReason
        • FinishReason
        • HarmBlockThreshold
        • HarmCategory
        • HarmProbability
        • TaskType
      • protos.google.ai.generativelanguage.v1alpha
        • AnswerStyle
        • BlockReason
        • BlockReason
        • BlockedReason
        • FinishReason
        • GranteeType
        • HarmBlockThreshold
        • HarmCategory
        • HarmProbability
        • Language
        • Modality
        • Mode
        • Mode
        • Operator
        • Outcome
        • Role
        • State
        • State
        • State
        • TaskType
        • Type
      • protos.google.ai.generativelanguage.v1beta
        • AnswerStyle
        • BlockReason
        • BlockReason
        • BlockedReason
        • FinishReason
        • GranteeType
        • HarmBlockThreshold
        • HarmCategory
        • HarmProbability
        • Language
        • Modality
        • Mode
        • Mode
        • Operator
        • Outcome
        • Role
        • State
        • State
        • State
        • TaskType
        • Type
      • protos.google.ai.generativelanguage.v1beta2
        • BlockedReason
        • HarmBlockThreshold
        • HarmCategory
        • HarmProbability
      • protos.google.ai.generativelanguage.v1beta3
        • BlockedReason
        • GranteeType
        • HarmBlockThreshold
        • HarmCategory
        • HarmProbability
        • Role
        • State
      • protos.google.api
        • ClientLibraryDestination
        • ClientLibraryOrganization
        • FieldBehavior
        • History
        • LaunchStage
        • Style
      • protos.google.protobuf
        • CType
        • Edition
        • EnumType
        • FieldPresence
        • IdempotencyLevel
        • JSType
        • JsonFormat
        • Label
        • MessageEncoding
        • NullValue
        • OptimizeMode
        • OptionRetention
        • OptionTargetType
        • RepeatedFieldEncoding
        • Semantic
        • Type
        • Utf8Validation
        • VerificationState
  • gke-backup
  • gke-connect-gateway
  • gke-hub
  • gkemulticloud
  • google-cloud-kvstore
  • google-proto-files
  • googleapis-common
  • grafeas
  • gsuiteaddons
  • gtoken
  • iam
  • iam-credentials
  • iap
  • ids
  • inventories
  • iot
  • kms
  • kms-inventory
  • language
  • lfp
  • life-sciences
  • lineage
  • livestream
  • local-auth
  • logging
  • logging-bunyan
  • logging-winston
  • managed-identities
  • managedkafka
  • maps-platform-datasets
  • marketing-platform-admin
  • media-translation
  • meet
  • memcache
  • monitoring
  • monitoring-dashboards
  • netapp
  • network-connectivity
  • network-management
  • network-security
  • networkservices
  • notebooks
  • notifications
  • optimization
  • oracledatabase
  • orchestration-airflow
  • org-policy
  • os-config
  • os-login
  • paginator
  • parallelstore
  • phishing-protection
  • places
  • policy-troubleshooter
  • precise-date
  • private-catalog
  • privilegedaccessmanager
  • procurement
  • products
  • profiler
  • projectify
  • promisify
  • promotions
  • proto3-json-serializer
  • publicca
  • pubsub
  • quota
  • rcloadenv
  • recaptcha-enterprise
  • recommender
  • redis
  • redis-cluster
  • reports
  • resource-manager
  • resource-settings
  • retail
  • routeoptimization
  • routing
  • run
  • scheduler
  • secret-manager
  • securesourcemanager
  • security-center
  • security-private-ca
  • securitycentermanagement
  • service-control
  • service-directory
  • service-management
  • service-usage
  • servicehealth
  • shell
  • solar
  • spanner
  • speech
  • sql
  • storage
  • storage-control
  • storage-transfer
  • storageinsights
  • streetview-publish
  • support
  • talent
  • tasks
  • telcoautomation
  • text-to-speech
  • tpu
  • trace-agent
  • translate
  • video-intelligence
  • video-stitcher
  • video-transcoder
  • vision
  • vmmigration
  • vmwareengine
  • vpc-access
  • web-risk
  • web-security-scanner
  • workflows
  • workstations
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
  • Google Cloud Developer Center
  • Google Developer Center