Skip to main content
Documentation
close
Get Started
Get Started with Google Cloud
Product List
Cloud Customer Care
Featured Products
Agent Platform
Apigee API Management
BigQuery
Compute Engine
Cloud CDN
Cloud Run
Cloud Storage
Cloud SQL
Gemini Enterprise
Google Kubernetes Engine
Looker
Cross-product Tools
Access and resources management
Costs and usage management
Infrastructure as code
SDK, languages, frameworks, and tools
Technology Areas
AI and ML
Application development
Application hosting
Compute
Data analytics and pipelines
Databases
Distributed, hybrid, and multicloud
Industry solutions
Migration
Networking
Observability and monitoring
Security
Storage
/
Console
English
Deutsch
Español – América Latina
Français
Português – Brasil
中文 – 简体
日本語
한국어
Sign in
Google Cloud SDK
Python
Client libraries
Start free
Overview
Guides
Reference
Samples
Documentation
More
Overview
Guides
Reference
Samples
Console
Overview
Library reference docs
BigQuery DataFrames
google-cloud-access-approval
google-cloud-advisorynotifications
google-cloud-agentplatform
google-cloud-aiplatform
google-cloud-alloydb
google-cloud-alloydb-connectors
google-cloud-api-gateway
google-cloud-api-keys
google-cloud-apigee-connect
google-cloud-apigee-registry
google-cloud-apihub
google-cloud-apiregistry
google-cloud-appengine-admin
google-cloud-appengine-logging
google-cloud-apphub
google-cloud-artifact-registry
google-cloud-asset
google-cloud-assured-workloads
google-cloud-audit-log
google-cloud-auditmanager
google-cloud-automl
google-cloud-backupdr
google-cloud-bare-metal-solution
google-cloud-batch
google-cloud-beyondcorp-appconnections
google-cloud-beyondcorp-appconnectors
google-cloud-beyondcorp-appgateways
google-cloud-beyondcorp-clientconnectorservices
google-cloud-beyondcorp-clientgateways
google-cloud-biglake
google-cloud-biglake-hive
google-cloud-bigquery
google-cloud-bigquery-biglake
google-cloud-bigquery-connection
google-cloud-bigquery-data-exchange
google-cloud-bigquery-datapolicies
google-cloud-bigquery-datatransfer
google-cloud-bigquery-logging
google-cloud-bigquery-migration
google-cloud-bigquery-reservation
google-cloud-bigquery-storage
google-cloud-bigtable
google-cloud-billing
google-cloud-billing-budgets
google-cloud-binary-authorization
google-cloud-build
google-cloud-capacityplanner
google-cloud-certificate-manager
google-cloud-ces
google-cloud-channel
google-cloud-chronicle
google-cloud-cloudcontrolspartner
google-cloud-cloudsecuritycompliance
google-cloud-commerce-consumer-procurement
google-cloud-common
google-cloud-compute
google-cloud-compute-v1beta
google-cloud-confidentialcomputing
google-cloud-config
google-cloud-configdelivery
google-cloud-contact-center-insights
google-cloud-container
google-cloud-containeranalysis
google-cloud-contentwarehouse
google-cloud-core
google-cloud-data-fusion
google-cloud-data-qna
google-cloud-databasecenter
google-cloud-datacatalog
google-cloud-datacatalog-lineage
google-cloud-datacatalog-lineage-configmanagement
google-cloud-dataflow-client
google-cloud-dataform
google-cloud-datalabeling
google-cloud-dataplex
google-cloud-dataproc
google-cloud-dataproc-metastore
google-cloud-datastore
google-cloud-datastream
google-cloud-debugger-client
google-cloud-deploy
google-cloud-developerconnect
google-cloud-devicestreaming
google-cloud-dialogflow
google-cloud-dialogflow-cx
google-cloud-discoveryengine
google-cloud-dlp
google-cloud-dms
google-cloud-dns
google-cloud-documentai
google-cloud-documentai-toolbox
google-cloud-domains
google-cloud-edgecontainer
google-cloud-edgenetwork
google-cloud-enterpriseknowledgegraph
google-cloud-error-reporting
google-cloud-essential-contacts
google-cloud-eventarc
google-cloud-eventarc-publishing
google-cloud-filestore
google-cloud-financialservices
google-cloud-firestore
google-cloud-functions
google-cloud-game-servers
google-cloud-gdchardwaremanagement
google-cloud-geminidataanalytics
google-cloud-gke-backup
google-cloud-gke-connect-gateway
google-cloud-gke-hub
google-cloud-gke-multicloud
google-cloud-gkerecommender
google-cloud-gsuiteaddons
google-cloud-hypercomputecluster
google-cloud-iam
google-cloud-iam-logging
google-cloud-iap
google-cloud-ids
google-cloud-iot
google-cloud-kms
google-cloud-kms-inventory
google-cloud-language
google-cloud-licensemanager
google-cloud-life-sciences
google-cloud-locationfinder
google-cloud-logging
google-cloud-lustre
google-cloud-maintenance-api
google-cloud-managed-identities
google-cloud-managedkafka
google-cloud-managedkafka-schemaregistry
google-cloud-media-translation
google-cloud-memcache
google-cloud-memorystore
google-cloud-migrationcenter
google-cloud-modelarmor
google-cloud-monitoring
google-cloud-monitoring-dashboards
google-cloud-monitoring-metrics-scopes
google-cloud-netapp
google-cloud-network-connectivity
google-cloud-network-management
google-cloud-network-security
google-cloud-network-services
google-cloud-notebooks
google-cloud-optimization
google-cloud-oracledatabase
google-cloud-orchestration-airflow
google-cloud-org-policy
google-cloud-os-config
google-cloud-os-login
google-cloud-parallelstore
google-cloud-parametermanager
google-cloud-phishing-protection
google-cloud-policy-troubleshooter
google-cloud-policysimulator
google-cloud-policytroubleshooter-iam
google-cloud-private-ca
google-cloud-private-catalog
google-cloud-privilegedaccessmanager
google-cloud-pubsub
google-cloud-pubsublite
google-cloud-quotas
google-cloud-rapidmigrationassessment
google-cloud-recaptcha-enterprise
google-cloud-recommendations-ai
google-cloud-recommender
google-cloud-redis
google-cloud-redis-cluster
google-cloud-resource-manager
google-cloud-retail
google-cloud-run
google-cloud-runtimeconfig
google-cloud-saasplatform-saasservicemgmt
google-cloud-scheduler
google-cloud-secret-manager
google-cloud-securesourcemanager
google-cloud-security-publicca
google-cloud-securitycenter
google-cloud-securitycentermanagement
google-cloud-service-control
google-cloud-service-directory
google-cloud-service-management
google-cloud-service-usage
google-cloud-servicehealth
google-cloud-shell
google-cloud-source-context
google-cloud-spanner
google-cloud-speech
google-cloud-storage
google-cloud-storage-control
google-cloud-storage-transfer
google-cloud-storagebatchoperations
google-cloud-storageinsights
google-cloud-support
google-cloud-talent
google-cloud-tasks
google-cloud-telcoautomation
google-cloud-texttospeech
google-cloud-tpu
google-cloud-trace
google-cloud-translate
google-cloud-vectorsearch
google-cloud-vertexai
Overview
aiplatform APIs
API overview
Classes
Methods
Properties and Attributes
Vertexai
vertexai
Overview
agent_engines
Overview
AG2Agent
AdkApp
AgentEngine
AsyncQueryable
AsyncStreamQueryable
Cloneable
LangchainAgent
LanggraphAgent
ModuleAgent
OperationRegistrable
Queryable
StreamQueryable
evaluation
Overview
CustomMetric
EvalResult
EvalTask
MetricPromptTemplateExamples
Overview
Pairwise
Pointwise
PairwiseMetric
PairwiseMetricPromptTemplate
PointwiseMetric
PointwiseMetricPromptTemplate
PromptTemplate
Rouge
generative_models
Overview
Candidate
ChatSession
Content
FinishReason
FunctionCall
FunctionDeclaration
GenerationConfig
Overview
Modality
ModelConfig
Overview
FeatureSelectionPreference
RoutingConfig
Overview
AutoRoutingMode
Overview
ModelRoutingPreference
ManualRoutingMode
GenerationResponse
GenerativeModel
HarmBlockThreshold
HarmCategory
Image
Part
ResponseValidationError
SafetySetting
Overview
HarmBlockMethod
HarmBlockThreshold
HarmCategory
Tool
ToolConfig
grounding
Overview
DynamicRetrievalConfig
Overview
Mode
GoogleSearchRetrieval
Retrieval
VertexAISearch
language_models
Overview
_language_models
Overview
_TunableModelMixin
ChatMessage
ChatModel
ChatSession
CodeChatModel
CodeChatSession
CodeGenerationModel
GroundingSource
Overview
InlineContext
VertexAISearch
WebSearch
InputOutputTextPair
TextEmbedding
TextEmbeddingInput
TextEmbeddingModel
TextGenerationModel
TextGenerationResponse
preview
Overview
generative_models
Overview
AutomaticFunctionCallingResponder
CallableFunctionDeclaration
Candidate
ChatSession
Content
FinishReason
FunctionCall
FunctionDeclaration
GenerationConfig
Overview
Modality
ModelConfig
Overview
FeatureSelectionPreference
RoutingConfig
Overview
AutoRoutingMode
Overview
ModelRoutingPreference
ManualRoutingMode
GenerationResponse
GenerativeModel
HarmBlockThreshold
HarmCategory
Image
Part
ResponseBlockedError
ResponseValidationError
SafetySetting
Overview
HarmBlockMethod
HarmBlockThreshold
HarmCategory
Tool
ToolConfig
language_models
Overview
ChatMessage
CountTokensResponse
EvaluationClassificationMetric