Google Cloud
Overview
  • Accelerate your digital transformation
  • Whether your business is early in its journey or well on its way to digital transformation, Google Cloud can help solve your toughest challenges.
  • Learn more
  • Key benefits
  • Why Google Cloud
    Top reasons businesses choose us.
  • AI and ML
    Get enterprise-ready AI.
  • Multicloud
    Run your apps wherever you need them.
  • Global infrastructure
    Build on the same infrastructure as Google.
  • Data Cloud
    Make smarter decisions with unified data.
  • Open cloud
    Scale with open, flexible technology.
  • Trust and security
    Keep your data secure and compliant.
  • Productivity and collaboration
    Connect your teams with AI-powered apps.
  • Reports and insights
  • Executive insights
    Curated C-suite perspectives.
  • Analyst reports
    Read what industry analysts say about us.
  • Whitepapers
    Browse and download popular whitepapers.
  • Customer stories
    Explore case studies and videos.
Solutions
  • Industry Solutions
    Reduce cost, increase operational agility, and capture new market opportunities.
  • Retail
    Analytics and collaboration tools for the retail value chain.
  • Consumer Packaged Goods
    Solutions for CPG digital transformation and brand growth.
  • Financial Services
    Computing, data management, and analytics tools for financial services.
  • Healthcare and Life Sciences
    Advance research at scale and empower healthcare innovation.
  • Media and Entertainment
    Solutions for content production and distribution operations.
  • Telecommunications
    Hybrid and multi-cloud services to deploy and monetize 5G.
  • Games
    AI-driven solutions to build and scale games faster.
  • Manufacturing
    Migration and AI tools to optimize the manufacturing value chain.
  • Supply Chain and Logistics
    Enable sustainable, efficient, and resilient data-driven operations across supply chain and logistics operations.
  • Government
    Data storage, AI, and analytics solutions for government agencies.
  • Education
    Teaching tools to provide more engaging learning experiences.
  • Not seeing what you're looking for?
  • See all industry solutions
  • Not seeing what you're looking for?
  • See all solutions
  • Application Modernization
    Assess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios.
  • CAMP
    Program that uses DORA to improve your software delivery capabilities.
  • Modernize Traditional Applications
    Analyze, categorize, and get started with cloud migration on traditional workloads.
  • Migrate from PaaS: Cloud Foundry, Openshift
    Tools for moving your existing containers into Google's managed container services.
  • Migrate from Mainframe
    Automated tools and prescriptive guidance for moving your mainframe apps to the cloud.
  • Modernize Software Delivery
    Software supply chain best practices - innerloop productivity, CI/CD and S3C.
  • DevOps Best Practices
    Processes and resources for implementing DevOps in your org.
  • SRE Principles
    Tools and resources for adopting SRE in your org.
  • Day 2 Operations for GKE
    Tools and guidance for effective GKE management and monitoring.
  • FinOps and Optimization of GKE
    Best practices for running reliable, performant, and cost effective applications on GKE.
  • Run Applications at the Edge
    Guidance for localized and low latency apps on Google’s hardware agnostic edge solution.
  • Architect for Multicloud
    Manage workloads across multiple clouds with a consistent platform.
  • Go Serverless
    Fully managed environment for developing, deploying and scaling apps.
  • Artificial Intelligence
    Add intelligence and efficiency to your business with AI and machine learning.
  • Contact Center AI
    AI model for speaking with customers and assisting human agents.
  • Document AI
    Document processing and data capture automated at scale.
  • Product Discovery
    Google-quality search and product recommendations for retailers.
  • APIs and Applications
    Speed up the pace of innovation without coding, using APIs, apps, and automation.
  • New Business Channels Using APIs
    Attract and empower an ecosystem of developers and partners.
  • Unlocking Legacy Applications Using APIs
    Cloud services for extending and modernizing legacy apps.
  • Open Banking APIx
    Simplify and accelerate secure delivery of open banking compliant APIs.
  • Databases
    Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services.
  • Database Migration
    Guides and tools to simplify your database migration life cycle.
  • Database Modernization
    Upgrades to modernize your operational database infrastructure.
  • Databases for Games
    Build global, live games with Google Cloud databases.
  • Google Cloud Databases
    Database services to migrate, manage, and modernize data.
  • Migrate Oracle workloads to Google Cloud
    Rehost, replatform, rewrite your Oracle workloads.
  • Open Source Databases
    Fully managed open source databases with enterprise-grade support.
  • SQL Server on Google Cloud
    Options for running SQL Server virtual machines on Google Cloud.
  • Data Cloud
    Unify data across your organization with an open and simplified approach to data-driven transformation that is unmatched for speed, scale, and security with AI built-in.
  • Databases Solutions
    Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services.
  • Smart Analytics Solutions
    Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.
  • AI Solutions
    Add intelligence and efficiency to your business with AI and machine learning.
  • Data Cloud for ISVs
    Innovate, optimize and amplify your SaaS applications using Google's data and machine learning solutions such as BigQuery, Looker, Spanner and Vertex AI.
  • Data Cloud Alliance
    An initiative to ensure that global businesses have more seamless access and insights into the data required for digital transformation.
  • Digital Transformation
  • Accelerate business recovery and ensure a better future with solutions that enable hybrid and multi-cloud, generate intelligent insights, and keep your workers connected.
  • Digital Innovation
    Reimagine your operations and unlock new opportunities.
  • Operational Efficiency
    Prioritize investments and optimize costs.
  • COVID-19 Solutions
    Get work done more safely and securely.
  • COVID-19 Solutions for the Healthcare Industry
    How Google is helping healthcare meet extraordinary challenges.
  • Infrastructure Modernization
    Migrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads.
  • Application Migration
    Discovery and analysis tools for moving to the cloud.
  • SAP on Google Cloud
    Certifications for running SAP applications and SAP HANA.
  • High Performance Computing
    Compute, storage, and networking options to support any workload.
  • Windows on Google Cloud
    Tools and partners for running Windows workloads.
  • Data Center Migration
    Migration solutions for VMs, apps, databases, and more.
  • Active Assist
    Automatic cloud resource optimization and increased security.
  • Virtual Desktops
    Remote work solutions for desktops and applications (VDI & DaaS).
  • Rapid Migration Program (RaMP)
    End-to-end migration program to simplify your path to the cloud.
  • Backup and Disaster Recovery
    Ensure your business continuity needs are met.
  • Productivity and Collaboration
    Change the way teams work with solutions designed for humans and built for impact.
  • Google Workspace
    Collaboration and productivity tools for enterprises.
  • Google Workspace Essentials
    Secure video meetings and modern collaboration for teams.
  • Cloud Identity
    Unified platform for IT admins to manage user devices and apps.
  • Chrome Enterprise
    ChromeOS, Chrome Browser, and Chrome devices built for business.
  • Cloud Search
    Enterprise search for employees to quickly find company information.
  • Security
    Detect, investigate, and respond to online threats to help protect your business.
  • Security Analytics and Operations
    Solution for analyzing petabytes of security telemetry.
  • Web App and API Protection
    Threat and fraud protection for your web applications and APIs.
  • Security and Resilience Framework
    Solutions for each phase of the security and resilience life cycle.
  • Risk and compliance as code (RCaC)
    Solution to modernize your governance, risk, and compliance function with automation.
  • Software Supply Chain Security
    Solution for improving end-to-end software supply chain security.
  • Security Foundation
    Recommended products to help achieve a strong security posture.
  • Smart Analytics
    Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.
  • Data Warehouse Modernization
    Data warehouse to jumpstart your migration and unlock insights.
  • Data Lake Modernization
    Services for building and modernizing your data lake.
  • Spark on Google Cloud
    Run and write Spark where you need it, serverless and integrated.
  • Stream Analytics
    Insights from ingesting, processing, and analyzing event streams.
  • Business Intelligence
    Solutions for modernizing your BI stack and creating rich data experiences.
  • Data Science
    Put your data to work with Data Science on Google Cloud.
  • Marketing Analytics
    Solutions for collecting, analyzing, and activating customer data.
  • Geospatial Analytics and AI
    Solutions for building a more prosperous and sustainable business.
  • Datasets
    Data from Google, public, and commercial providers to enrich your analytics and AI initiatives.
  • Startups and SMB
    Accelerate startup and SMB growth with tailored solutions and programs.
  • Startup Solutions
    Grow your startup and solve your toughest challenges using Google’s proven technology.
  • Startup Program
    Get financial, business, and technical support to take your startup to the next level.
  • Small and Medium Business
    Explore solutions for web hosting, app development, AI, and analytics.
  • Software as a Service
    Build better SaaS products, scale efficiently, and grow your business.
Products
  • Featured Products
  • Compute Engine
    Virtual machines running in Google’s data center.
  • Cloud Storage
    Object storage that’s secure, durable, and scalable.
  • BigQuery
    Data warehouse for business agility and insights.
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Google Kubernetes Engine
    Managed environment for running containerized apps.
  • Vertex AI Platform
    Unified platform for ML models and generative AI.
  • Looker
    Platform for BI, data applications, and embedded analytics.
  • Apigee API Management
    Manage the full life cycle of APIs anywhere with visibility and control.
  • Cloud SQL
    Relational database services for MySQL, PostgreSQL and SQL Server.
  • Cloud SDK
    Command-line tools and libraries for Google Cloud.
  • Cloud CDN
    Content delivery network for delivering web and video.
  • Not seeing what you're looking for?
  • See all products (100+)
  • AI and Machine Learning
  • Vertex AI Platform
    Unified platform for ML models and generative AI.
  • Generative AI on Vertex AI
    Build, tune, and deploy foundation models on Vertex AI.
  • Vertex AI Search and Conversation
    Generative AI apps for search and conversational AI.
  • Dialogflow
    Lifelike conversational AI with state-of-the-art virtual agents.
  • Natural Language AI
    Sentiment analysis and classification of unstructured text.
  • Speech-to-Text
    Speech recognition and transcription across 125 languages.
  • Text-to-Speech
    Speech synthesis in 220+ voices and 40+ languages.
  • Translation AI
    Language detection, translation, and glossary support.
  • Document AI
    Document processing and data capture automated at scale.
  • Vision AI
    Custom and pre-trained models to detect emotion, text, and more.
  • Contact Center AI
    AI model for speaking with customers and assisting human agents.
  • Not seeing what you're looking for?
  • See all AI and machine learning products
  • Business Intelligence
  • Looker
    Platform for BI, data applications, and embedded analytics.
  • Looker Studio
    Interactive data suite for dashboarding, reporting, and analytics.
  • Compute
  • Compute Engine
    Virtual machines running in Google’s data center.
  • App Engine
    Serverless application platform for apps and back ends.
  • Cloud GPUs
    GPUs for ML, scientific computing, and 3D visualization.
  • Migrate to Virtual Machines
    Server and virtual machine migration to Compute Engine.
  • Spot VMs
    Compute instances for batch jobs and fault-tolerant workloads.
  • Batch
    Fully managed service for scheduling batch jobs.
  • Sole-Tenant Nodes
    Dedicated hardware for compliance, licensing, and management.
  • Bare Metal
    Infrastructure to run specialized workloads on Google Cloud.
  • Recommender
    Usage recommendations for Google Cloud products and services.
  • VMware Engine
    Fully managed, native VMware Cloud Foundation software stack.
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Not seeing what you're looking for?
  • See all compute products
  • Containers
  • Google Kubernetes Engine
    Managed environment for running containerized apps.
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Cloud Build
    Solution for running build steps in a Docker container.
  • Artifact Registry
    Package manager for build artifacts and dependencies.
  • Cloud Code
    IDE support to write, run, and debug Kubernetes applications.
  • Cloud Deploy
    Fully managed continuous delivery to GKE and Cloud Run.
  • Migrate to Containers
    Components for migrating VMs into system containers on GKE.
  • Deep Learning Containers
    Containers with data science frameworks, libraries, and tools.
  • Knative
    Components to create Kubernetes-native cloud-based software.
  • Data Analytics
  • BigQuery
    Data warehouse for business agility and insights.
  • Looker
    Platform for BI, data applications, and embedded analytics.
  • Dataflow
    Streaming analytics for stream and batch processing.
  • Pub/Sub
    Messaging service for event ingestion and delivery.
  • Dataproc
    Service for running Apache Spark and Apache Hadoop clusters.
  • Cloud Data Fusion
    Data integration for building and managing data pipelines.
  • Cloud Composer
    Workflow orchestration service built on Apache Airflow.
  • Dataprep
    Service to prepare data for analysis and machine learning.
  • Dataplex
    Intelligent data fabric for unifying data management across silos.
  • Dataform
    Build, version control, and deploy SQL workflows in BigQuery.
  • Analytics Hub
    Service for securely and efficiently exchanging data analytics assets.
  • Not seeing what you're looking for?
  • See all data analytics products
  • Databases
  • AlloyDB for PostgreSQL
    Fully managed, PostgreSQL-compatible database for enterprise workloads.
  • Cloud SQL
    Fully managed database for MySQL, PostgreSQL, and SQL Server.
  • Firestore
    Cloud-native document database for building rich mobile, web, and IoT apps.
  • Cloud Spanner
    Cloud-native relational database with unlimited scale and 99.999% availability.
  • Cloud Bigtable
    Cloud-native wide-column database for large-scale, low-latency workloads.
  • Datastream
    Serverless change data capture and replication service.
  • Database Migration Service
    Serverless, minimal downtime migrations to Cloud SQL.
  • Developer Tools
  • Artifact Registry
    Universal package manager for build artifacts and dependencies.
  • Cloud Code
    IDE support to write, run, and debug Kubernetes applications.
  • Cloud Build
    Continuous integration and continuous delivery platform.
  • Cloud Deploy
    Fully managed continuous delivery to GKE and Cloud Run.
  • Cloud Deployment Manager
    Service for creating and managing Google Cloud resources.
  • Cloud SDK
    Command-line tools and libraries for Google Cloud.
  • Cloud Scheduler
    Cron job scheduler for task automation and management.
  • Cloud Source Repositories
    Private Git repository to store, manage, and track code.
  • Infrastructure Manager
    Automate infrastructure management with Terraform.
  • Cloud Workstations
    Managed and secure development environments in the cloud.
  • Duet AI
    AI-powered collaborator available across Google Cloud and your IDE.
  • Not seeing what you're looking for?
  • See all developer tools
  • Distributed Cloud
  • Google Distributed Cloud Edge
    Distributed cloud services for edge workloads.
  • Google Distributed Cloud Hosted
    Distributed cloud for air-gapped workloads.
  • Hybrid and Multicloud
  • Google Kubernetes Engine
    Managed environment for running containerized apps.
  • Apigee API Management
    API management, development, and security platform.
  • Migrate to Containers
    Tool to move workloads and existing applications to GKE.
  • Traffic Director
    Traffic control pane and management for open service mesh.
  • Cloud Build
    Service for executing builds on Google Cloud infrastructure.
  • Operations
    Monitoring, logging, and application performance suite.
  • Google Distributed Cloud
    Fully managed solutions for the edge and data centers.
  • Industry Specific
  • Anti Money Laundering AI
    Detect suspicious, potential money laundering activity with AI.
  • Cloud Healthcare API
    Solution for bridging existing care systems and apps on Google Cloud.
  • Device Connect for Fitbit
    Gain a 360-degree patient view with connected Fitbit data on Google Cloud.
  • Telecom Network Automation
    Ready to use cloud-native automation for telecom networks.
  • Telecom Data Fabric
    Telecom data management and analytics with an automated approach.
  • Telecom Subscriber Insights
    Ingests data to improve subscriber acquisition and retention.
  • Spectrum Access System (SAS)
    Controls fundamental access to the Citizens Broadband Radio Service (CBRS).
  • Integration Services
  • Application Integration
    Connect to 3rd party apps and enable data consistency without code.
  • Workflows
    Workflow orchestration for serverless products and API services.
  • Apigee API Management
    Manage the full life cycle of APIs anywhere with visibility and control.
  • Cloud Tasks
    Task management service for asynchronous task execution.
  • Cloud Scheduler
    Cron job scheduler for task automation and management.
  • Dataproc
    Service for running Apache Spark and Apache Hadoop clusters.
  • Cloud Data Fusion
    Data integration for building and managing data pipelines.
  • Cloud Composer
    Workflow orchestration service built on Apache Airflow.
  • Pub/Sub
    Messaging service for event ingestion and delivery.
  • Eventarc
    Build an event-driven architecture that can connect any service.
  • Management Tools
  • Cloud Shell
    Interactive shell environment with a built-in command line.
  • Cloud console
    Web-based interface for managing and monitoring cloud apps.
  • Cloud Endpoints
    Deployment and development management for APIs on Google Cloud.
  • Cloud IAM
    Permissions management system for Google Cloud resources.
  • Cloud APIs
    Programmatic interfaces for Google Cloud services.
  • Service Catalog
    Service catalog for admins managing internal enterprise solutions.
  • Cost Management
    Tools for monitoring, controlling, and optimizing your costs.
  • Operations
    Monitoring, logging, and application performance suite.
  • Carbon Footprint
    Dashboard to view and export Google Cloud carbon emissions reports.
  • Config Connector
    Kubernetes add-on for managing Google Cloud resources.
  • Active Assist
    Tools for easily managing performance, security, and cost.
  • Not seeing what you're looking for?
  • See all management tools
  • Maps and Geospatial
  • Earth Engine
    Geospatial platform for Earth observation data and analysis.
  • Google Maps Platform
    Create immersive location experiences and improve business operations.
  • Media Services
  • Cloud CDN
    Content delivery network for serving web and video content.
  • Live Stream API
    Service to convert live video and package for streaming.
  • OpenCue
    Open source render manager for visual effects and animation.
  • Transcoder API
    Convert video files and package them for optimized delivery.
  • Video Stitcher API
    Service for dynamic or server side ad insertion.
  • Migration
  • Migration Center
    Unified platform for migrating and modernizing with Google Cloud.
  • Application Migration
    App migration to the cloud for low-cost refresh cycles.
  • Migrate to Virtual Machines
    Components for migrating VMs and physical servers to Compute Engine.
  • Cloud Foundation Toolkit
    Reference templates for Deployment Manager and Terraform.
  • Database Migration Service
    Serverless, minimal downtime migrations to Cloud SQL.
  • Migrate to Containers
    Components for migrating VMs into system containers on GKE.
  • BigQuery Data Transfer Service
    Data import service for scheduling and moving data into BigQuery.
  • Rapid Migration Program (RaMP)
    End-to-end migration program to simplify your path to the cloud.
  • Transfer Appliance
    Storage server for moving large volumes of data to Google Cloud.
  • Storage Transfer Service
    Data transfers from online and on-premises sources to Cloud Storage.
  • VMware Engine
    Migrate and run your VMware workloads natively on Google Cloud.
  • Mixed Reality
  • Immersive Stream for XR
    Hosts, renders, and streams 3D and XR experiences.
  • Networking
  • Cloud Armor
    Security policies and defense against web and DDoS attacks.
  • Cloud CDN and Media CDN
    Content delivery network for serving web and video content.
  • Cloud DNS
    Domain name system for reliable and low-latency name lookups.
  • Cloud Load Balancing
    Service for distributing traffic across applications and regions.
  • Cloud NAT
    NAT service for giving private instances internet access.
  • Cloud Connectivity
    Connectivity options for VPN, peering, and enterprise needs.
  • Network Connectivity Center
    Connectivity management to help simplify and scale networks.
  • Network Intelligence Center
    Network monitoring, verification, and optimization platform.
  • Network Service Tiers
    Cloud network options based on performance, availability, and cost.
  • Virtual Private Cloud
    Single VPC for an entire organization, isolated within projects.
  • Private Service Connect
    Secure connection between your VPC and services.
  • Not seeing what you're looking for?
  • See all networking products
  • Operations
  • Cloud Logging
    Google Cloud audit, platform, and application logs management.
  • Cloud Monitoring
    Infrastructure and application health with rich metrics.
  • Error Reporting
    Application error identification and analysis.
  • Cloud Debugger
    Real-time application state inspection and in -production debugging.
  • Cloud Trace
    Tracing system collecting latency data from applications.
  • Cloud Profiler
    CPU and heap profiler for analyzing application performance.
  • Productivity and Collaboration
  • AppSheet
    No-code development platform to build and extend applications.
  • Appsheet Automation
    Build automations and applications on a unified platform.
  • Google Workspace
    Collaboration and productivity tools for individuals and organizations.
  • Google Workspace Essentials
    Secure video meetings and modern collaboration for teams.
  • Duet AI for Workspace
    Embeds generative AI across Workspace apps.
  • Cloud Identity
    Unified platform for IT admins to manage user devices and apps.
  • Chrome Enterprise
    Chrome OS, Chrome Browser, and Chrome devices built for business.
  • Security and Identity
  • Cloud IAM
    Permissions management system for Google Cloud resources.
  • Assured Workloads
    Compliance and security controls for sensitive workloads.
  • Cloud Key Management
    Manage encryption keys on Google Cloud.
  • Confidential Computing
    Encrypt data in use with Confidential VMs.
  • Security Command Center
    Platform for defending against threats to your Google Cloud assets.
  • Sensitive Data Protection
    Discover, classify, and protect your valuable data assets.
  • Mandiant Products and Services
    Cybersecurity technology and expertise from the frontlines.
  • reCAPTCHA Enterprise
    Help protect your website from fraudulent activity, spam, and abuse.
  • Chronicle Security Operations
    Detect, investigate, and respond to cyber threats.
  • Secret Manager
    Store API keys, passwords, certificates, and other sensitive data.
  • Cloud Identity
    Unified platform for IT admins to manage user devices and apps.
  • Not seeing what you're looking for?
  • See all security and identity products
  • Serverless
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Cloud Functions
    Platform for creating functions that respond to cloud events.
  • App Engine
    Serverless application platform for apps and back ends.
  • Workflows
    Workflow orchestration for serverless products and API services.
  • API Gateway
    Develop, deploy, secure, and manage APIs with a full managed gateway.
  • Storage
  • Cloud Storage
    Object storage that’s secure, durable, and scalable.
  • Backup and DR Service
    Service for centralized, application-consistent data protection.
  • Filestore
    File storage that is highly scalable and secure.
  • Persistent Disk
    Block storage for virtual machine instances running on Google Cloud.
  • Cloud Storage for Firebase
    Object storage for storing and serving user-generated content.
  • Local SSD
    Block storage that is locally attached for high-performance needs.
  • Storage Transfer Service
    Data transfers from online and on-premises sources to Cloud Storage.
  • Parallelstore
    High performance, managed parallel file service.
  • Google Cloud NetApp Volumes
    File storage service for NFS, SMB, and multi-protocol environments.
  • Web3
  • Blockchain Node Engine
    Fully managed node hosting for developing on the blockchain.
Pricing
  • Save money with our transparent approach to pricing
  • Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote.
  • Request a quote
  • Pricing overview and tools
  • Google Cloud pricing
    Pay only for what you use with no lock-in.
  • Pricing calculator
    Calculate your cloud savings.
  • Google Cloud free tier
    Explore products with free monthly usage.
  • Cost optimization framework
    Get best practices to optimize workload costs.
  • Cost management tools
    Tools to monitor and control your costs.
  • Product-specific Pricing
  • Compute Engine
  • Cloud SQL
  • Google Kubernetes Engine
  • Cloud Storage
  • BigQuery
  • See full price list with 100+ products
Resources
  • Learn & build
  • Google Cloud Free Program
    $300 in free credits and 20+ free products.
  • Quickstarts
    Get tutorials and walkthroughs.
  • Cloud computing basics
    Learn more about cloud computing topics.
  • Blog
    Read our latest product news and stories.
  • Learning Hub
    Grow your career with role-based learning
  • Training
    Enroll in on-demand or classroom training.
  • Certification
    Prepare and register for certifications.
  • Cloud Architecture Center
    Get reference architectures and best practices.
  • Connect
  • Innovators
    Join Google Cloud's developer program.
  • Developer Center
    Stay in the know and stay connected.
  • Events and webinars
    Browse upcoming and on demand events.
  • Google Cloud Community
    Ask questions, find answers, and connect.
  • Third-party tools and partners
  • Google Cloud Marketplace
    Deploy ready-to-go solutions in a few clicks.
  • Google Cloud partners
    Explore benefits of working with a partner.
  • Become a partner
    Join the Partner Advantage program.
Docs Support
Docs Support
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Português – Brasil
  • 中文 – 简体
  • 日本語
  • 한국어
Sign in
  • .NET
Overview Guides Reference Samples
Contact Us Start free
Google Cloud
  • Overview
    • More
  • Solutions
    • More
  • Products
    • More
  • Pricing
    • More
  • Resources
    • More
  • Docs
    • Overview
    • Guides
    • Reference
    • Samples
  • Support
  • Console
  • Contact Us
  • Start free
  • Overview
  • Library reference docs
  • Client library help
  • Google.Api.CommonProtos
  • Google.Api.Gax
  • Google.Apis
  • Google.Apps.Script.Type
  • Google.Cloud.AIPlatform.V1
  • Google.Cloud.AccessApproval.V1
  • Google.Cloud.AdvisoryNotifications.V1
  • Google.Cloud.AlloyDb.V1
  • Google.Cloud.AlloyDb.V1Alpha
  • Google.Cloud.AlloyDb.V1Beta
  • Google.Cloud.ApiGateway.V1
  • Google.Cloud.ApiKeys.V2
  • Google.Cloud.ApigeeConnect.V1
  • Google.Cloud.ApigeeRegistry.V1
  • Google.Cloud.AppEngine.Logging.V1
  • Google.Cloud.AppEngine.V1
  • Google.Cloud.ArtifactRegistry.V1
  • Google.Cloud.ArtifactRegistry.V1Beta2
  • Google.Cloud.Asset.V1
  • Google.Cloud.AssuredWorkloads.V1
  • Google.Cloud.AssuredWorkloads.V1Beta1
  • Google.Cloud.Audit
  • Google.Cloud.AutoML.V1
  • Google.Cloud.BareMetalSolution.V2
  • Google.Cloud.Batch.V1
  • Google.Cloud.Batch.V1Alpha
  • Google.Cloud.BeyondCorp.AppConnections.V1
  • Google.Cloud.BeyondCorp.AppConnectors.V1
  • Google.Cloud.BeyondCorp.AppGateways.V1
  • Google.Cloud.BeyondCorp.ClientConnectorServices.V1
  • Google.Cloud.BeyondCorp.ClientGateways.V1
  • Google.Cloud.BigQuery.AnalyticsHub.V1
  • Google.Cloud.BigQuery.Connection.V1
  • Google.Cloud.BigQuery.DataExchange.Common
  • Google.Cloud.BigQuery.DataExchange.V1Beta1
  • Google.Cloud.BigQuery.DataPolicies.V1
  • Google.Cloud.BigQuery.DataPolicies.V1Beta1
  • Google.Cloud.BigQuery.DataTransfer.V1
  • Google.Cloud.BigQuery.Logging.V1
  • Google.Cloud.BigQuery.Migration.V2
  • Google.Cloud.BigQuery.Reservation.V1
  • Google.Cloud.BigQuery.Storage.V1
  • Google.Cloud.BigQuery.V2
  • Google.Cloud.Bigtable.Admin.V2
  • Google.Cloud.Bigtable.Common.V2
  • Google.Cloud.Bigtable.V2
  • Google.Cloud.Billing.Budgets.V1
  • Google.Cloud.Billing.Budgets.V1Beta1
  • Google.Cloud.Billing.V1
  • Google.Cloud.BinaryAuthorization.V1
  • Google.Cloud.BinaryAuthorization.V1Beta1
  • Google.Cloud.CertificateManager.V1
  • Google.Cloud.Channel.V1
  • Google.Cloud.CloudBuild.V1
  • Google.Cloud.CloudBuild.V2
  • Google.Cloud.CloudDms.V1
  • Google.Cloud.Commerce.Consumer.Procurement.V1
  • Google.Cloud.Common
  • Google.Cloud.Compute.V1
  • Google.Cloud.ConfidentialComputing.V1
  • Google.Cloud.ConfidentialComputing.V1Alpha1
  • Google.Cloud.Config.V1
  • Google.Cloud.Connectors.V1
  • Google.Cloud.ContactCenterInsights.V1
  • Google.Cloud.Container.V1
  • Google.Cloud.DataCatalog.Lineage.V1
  • Google.Cloud.DataCatalog.V1
  • Google.Cloud.DataFusion.V1
  • Google.Cloud.DataLabeling.V1Beta1
  • Google.Cloud.DataQnA.V1Alpha
  • Google.Cloud.Dataflow.V1Beta3
  • Google.Cloud.Dataform.V1Beta1
  • Google.Cloud.Dataplex.V1
  • Google.Cloud.Dataproc.V1
  • Google.Cloud.Datastore.Admin.V1
  • Google.Cloud.Datastore.V1
  • Google.Cloud.Datastream.V1
  • Google.Cloud.Datastream.V1Alpha1
  • Google.Cloud.Debugger.V2
  • Google.Cloud.Deploy.V1
  • Google.Cloud.DevTools.Common
  • Google.Cloud.DevTools.ContainerAnalysis.V1
  • Google.Cloud.Diagnostics.AspNetCore
  • Google.Cloud.Diagnostics.AspNetCore3
  • Google.Cloud.Diagnostics.Common
  • Google.Cloud.Dialogflow.Cx.V3
    • Overview
      • Getting started
      • Version history
    • Microsoft.Extensions.DependencyInjection (namespace)
      • All types
      • ServiceCollectionExtensions
    • All types
    • AdvancedSettings
    • AdvancedSettings.Types
    • AdvancedSettings.Types.DtmfSettings
    • AdvancedSettings.Types.LoggingSettings
    • Agent
    • Agent.Types
    • Agent.Types.GenAppBuilderSettings
    • Agent.Types.GitIntegrationSettings
    • Agent.Types.GitIntegrationSettings.GitSettingsOneofCase
    • Agent.Types.GitIntegrationSettings.Types
    • Agent.Types.GitIntegrationSettings.Types.GithubSettings
    • AgentGenerativeSettingsName
    • AgentGenerativeSettingsName.ResourceNameType
    • AgentName
    • AgentName.ResourceNameType
    • Agents
    • Agents.AgentsBase
    • Agents.AgentsClient
    • AgentsClient
    • AgentsClientBuilder
    • AgentsClientImpl
    • AgentsSettings
    • AgentValidationResult
    • AgentValidationResultName
    • AgentValidationResultName.ResourceNameType
    • AudioEncoding
    • AudioInput
    • BatchDeleteTestCasesRequest
    • BatchRunTestCasesMetadata
    • BatchRunTestCasesRequest
    • BatchRunTestCasesResponse
    • CalculateCoverageRequest
    • CalculateCoverageRequest.Types
    • CalculateCoverageRequest.Types.CoverageType
    • CalculateCoverageResponse
    • CalculateCoverageResponse.CoverageTypeOneofCase
    • Changelog
    • ChangelogName
    • ChangelogName.ResourceNameType
    • Changelogs
    • Changelogs.ChangelogsBase
    • Changelogs.ChangelogsClient
    • ChangelogsClient
    • ChangelogsClientBuilder
    • ChangelogsClientImpl
    • ChangelogsSettings
    • CloudConversationDebuggingInfo
    • CompareVersionsRequest
    • CompareVersionsResponse
    • ContinuousTestResult
    • ContinuousTestResult.Types
    • ContinuousTestResult.Types.AggregatedTestResult
    • ContinuousTestResultName
    • ContinuousTestResultName.ResourceNameType
    • ConversationTurn
    • ConversationTurn.Types
    • ConversationTurn.Types.UserInput
    • ConversationTurn.Types.VirtualAgentOutput
    • CreateAgentRequest
    • CreateEntityTypeRequest
    • CreateEnvironmentRequest
    • CreateExperimentRequest
    • CreateFlowRequest
    • CreateIntentRequest
    • CreatePageRequest
    • CreateSecuritySettingsRequest
    • CreateSessionEntityTypeRequest
    • CreateTestCaseRequest
    • CreateTransitionRouteGroupRequest
    • CreateVersionOperationMetadata
    • CreateVersionRequest
    • CreateWebhookRequest
    • DataStoreConnection
    • DataStoreType
    • DeidentifyTemplateName
    • DeidentifyTemplateName.ResourceNameType
    • DeleteAgentRequest
    • DeleteEntityTypeRequest
    • DeleteEnvironmentRequest
    • DeleteExperimentRequest
    • DeleteFlowRequest
    • DeleteIntentRequest
    • DeletePageRequest
    • DeleteSecuritySettingsRequest
    • DeleteSessionEntityTypeRequest
    • DeleteTransitionRouteGroupRequest
    • DeleteVersionRequest
    • DeleteWebhookRequest
    • DeployFlowMetadata
    • DeployFlowRequest
    • DeployFlowResponse
    • Deployment
    • Deployment.Types
    • Deployment.Types.Result
    • Deployment.Types.State
    • DeploymentName
    • DeploymentName.ResourceNameType
    • Deployments
    • Deployments.DeploymentsBase
    • Deployments.DeploymentsClient
    • DeploymentsClient
    • DeploymentsClientBuilder
    • DeploymentsClientImpl
    • DeploymentsSettings
    • DetectIntentRequest
    • DetectIntentResponse
    • DetectIntentResponse.Types
    • DetectIntentResponse.Types.ResponseType
    • DtmfInput
    • EntityType
    • EntityType.Types
    • EntityType.Types.AutoExpansionMode
    • EntityType.Types.Entity
    • EntityType.Types.ExcludedPhrase
    • EntityType.Types.Kind
    • EntityTypeName
    • EntityTypeName.ResourceNameType
    • EntityTypes
    • EntityTypes.EntityTypesBase
    • EntityTypes.EntityTypesClient
    • EntityTypesClient
    • EntityTypesClientBuilder
    • EntityTypesClientImpl
    • EntityTypesSettings
    • Environment
    • Environment.Types
    • Environment.Types.TestCasesConfig
    • Environment.Types.VersionConfig
    • Environment.Types.WebhookConfig
    • EnvironmentName
    • EnvironmentName.ResourceNameType
    • Environments
    • Environments.EnvironmentsBase
    • Environments.EnvironmentsClient
    • EnvironmentsClient
    • EnvironmentsClientBuilder
    • EnvironmentsClientImpl
    • EnvironmentsSettings
    • EventHandler
    • EventHandler.TargetOneofCase
    • EventInput
    • Experiment
    • Experiment.Types
    • Experiment.Types.Definition
    • Experiment.Types.Definition.VariantsOneofCase
    • Experiment.Types.Result
    • Experiment.Types.Result.Types
    • Experiment.Types.Result.Types.ConfidenceInterval
    • Experiment.Types.Result.Types.CountType
    • Experiment.Types.Result.Types.Metric
    • Experiment.Types.Result.Types.Metric.ValueOneofCase
    • Experiment.Types.Result.Types.MetricType
    • Experiment.Types.Result.Types.VersionMetrics
    • Experiment.Types.State
    • ExperimentName
    • ExperimentName.ResourceNameType
    • Experiments
    • Experiments.ExperimentsBase
    • Experiments.ExperimentsClient
    • ExperimentsClient
    • ExperimentsClientBuilder
    • ExperimentsClientImpl
    • ExperimentsSettings
    • ExportAgentRequest
    • ExportAgentRequest.Types
    • ExportAgentRequest.Types.DataFormat
    • ExportAgentRequest.Types.GitDestination
    • ExportAgentResponse
    • ExportAgentResponse.AgentOneofCase
    • ExportFlowRequest
    • ExportFlowResponse
    • ExportFlowResponse.FlowOneofCase
    • ExportIntentsMetadata
    • ExportIntentsRequest
    • ExportIntentsRequest.DestinationOneofCase
    • ExportIntentsRequest.Types
    • ExportIntentsRequest.Types.DataFormat
    • ExportIntentsResponse
    • ExportIntentsResponse.IntentsOneofCase
    • ExportTestCasesMetadata
    • ExportTestCasesRequest
    • ExportTestCasesRequest.DestinationOneofCase
    • ExportTestCasesRequest.Types
    • ExportTestCasesRequest.Types.DataFormat
    • ExportTestCasesResponse
    • ExportTestCasesResponse.DestinationOneofCase
    • Flow
    • FlowImportStrategy
    • FlowName
    • FlowName.ResourceNameType
    • Flows
    • Flows.FlowsBase
    • Flows.FlowsClient
    • FlowsClient
    • FlowsClientBuilder
    • FlowsClientImpl
    • FlowsSettings
    • FlowValidationResult
    • FlowValidationResultName
    • FlowValidationResultName.ResourceNameType
    • Form
    • Form.Types
    • Form.Types.Parameter
    • Form.Types.Parameter.Types
    • Form.Types.Parameter.Types.FillBehavior
    • FulfillIntentRequest
    • FulfillIntentResponse
    • Fulfillment
    • Fulfillment.Types
    • Fulfillment.Types.ConditionalCases
    • Fulfillment.Types.ConditionalCases.Types
    • Fulfillment.Types.ConditionalCases.Types.Case
    • Fulfillment.Types.ConditionalCases.Types.Case.Types
    • Fulfillment.Types.ConditionalCases.Types.Case.Types.CaseContent
    • Fulfillment.Types.ConditionalCases.Types.Case.Types.CaseContent.CasesOrMessageOneofCase
    • Fulfillment.Types.SetParameterAction
    • GcsDestination
    • GenerativeSettings
    • GenerativeSettings.Types
    • GenerativeSettings.Types.FallbackSettings
    • GenerativeSettings.Types.FallbackSettings.Types
    • GenerativeSettings.Types.FallbackSettings.Types.PromptTemplate
    • GenerativeSettings.Types.KnowledgeConnectorSettings
    • GetAgentRequest
    • GetAgentValidationResultRequest
    • GetChangelogRequest
    • GetDeploymentRequest
    • GetEntityTypeRequest
    • GetEnvironmentRequest
    • GetExperimentRequest
    • GetFlowRequest
    • GetFlowValidationResultRequest
    • GetGenerativeSettingsRequest
    • GetIntentRequest
    • GetPageRequest
    • GetSecuritySettingsRequest
    • GetSessionEntityTypeRequest
    • GetTestCaseRequest
    • GetTestCaseResultRequest
    • GetTransitionRouteGroupRequest
    • GetVersionRequest
    • GetWebhookRequest
    • ImportFlowRequest
    • ImportFlowRequest.FlowOneofCase
    • ImportFlowRequest.Types
    • ImportFlowRequest.Types.ImportOption
    • ImportFlowResponse
    • ImportIntentsMetadata
    • ImportIntentsRequest
    • ImportIntentsRequest.IntentsOneofCase
    • ImportIntentsRequest.Types
    • ImportIntentsRequest.Types.MergeOption
    • ImportIntentsResponse
    • ImportIntentsResponse.Types
    • ImportIntentsResponse.Types.ConflictingResources
    • ImportStrategy
    • ImportTestCasesMetadata
    • ImportTestCasesRequest
    • ImportTestCasesRequest.SourceOneofCase
    • ImportTestCasesResponse
    • InlineDestination
    • InlineSource
    • InputAudioConfig
    • InspectTemplateName
    • InspectTemplateName.ResourceNameType
    • Intent
    • Intent.Types
    • Intent.Types.Parameter
    • Intent.Types.TrainingPhrase
    • Intent.Types.TrainingPhrase.Types
    • Intent.Types.TrainingPhrase.Types.Part
    • IntentCoverage
    • IntentCoverage.Types
    • IntentCoverage.Types.Intent
    • IntentInput
    • IntentName
    • IntentName.ResourceNameType
    • Intents
    • Intents.IntentsBase
    • Intents.IntentsClient
    • IntentsClient
    • IntentsClientBuilder
    • IntentsClientImpl
    • IntentsSettings
    • IntentView
    • KnowledgeConnectorSettings
    • KnowledgeConnectorSettings.TargetOneofCase
    • ListAgentsRequest
    • ListAgentsResponse
    • ListChangelogsRequest
    • ListChangelogsResponse
    • ListContinuousTestResultsRequest
    • ListContinuousTestResultsResponse
    • ListDeploymentsRequest
    • ListDeploymentsResponse
    • ListEntityTypesRequest
    • ListEntityTypesResponse
    • ListEnvironmentsRequest
    • ListEnvironmentsResponse
    • ListExperimentsRequest
    • ListExperimentsResponse
    • ListFlowsRequest
    • ListFlowsResponse
    • ListIntentsRequest
    • ListIntentsResponse
    • ListPagesRequest
    • ListPagesResponse
    • ListSecuritySettingsRequest
    • ListSecuritySettingsResponse
    • ListSessionEntityTypesRequest
    • ListSessionEntityTypesResponse
    • ListTestCaseResultsRequest
    • ListTestCaseResultsResponse
    • ListTestCasesRequest
    • ListTestCasesRequest.Types
    • ListTestCasesRequest.Types.TestCaseView
    • ListTestCasesResponse
    • ListTransitionRouteGroupsRequest
    • ListTransitionRouteGroupsResponse
    • ListVersionsRequest
    • ListVersionsResponse
    • ListWebhooksRequest
    • ListWebhooksResponse
    • LoadVersionRequest
    • LookupEnvironmentHistoryRequest
    • LookupEnvironmentHistoryResponse
    • Match
    • Match.Types
    • Match.Types.MatchType
    • MatchIntentRequest
    • MatchIntentResponse
    • MatchIntentResponse.QueryOneofCase
    • ModelName
    • ModelName.ResourceNameType
    • NluSettings
    • NluSettings.Types
    • NluSettings.Types.ModelTrainingMode
    • NluSettings.Types.ModelType
    • OutputAudioConfig
    • OutputAudioEncoding
    • Page
    • PageInfo
    • PageInfo.Types
    • PageInfo.Types.FormInfo
    • PageInfo.Types.FormInfo.Types
    • PageInfo.Types.FormInfo.Types.ParameterInfo
    • PageInfo.Types.FormInfo.Types.ParameterInfo.Types
    • PageInfo.Types.FormInfo.Types.ParameterInfo.Types.ParameterState
    • PageName
    • PageName.ResourceNameType
    • Pages
    • Pages.PagesBase
    • Pages.PagesClient
    • PagesClient
    • PagesClientBuilder
    • PagesClientImpl
    • PagesSettings
    • QueryInput
    • QueryInput.InputOneofCase
    • QueryParameters
    • QueryResult
    • QueryResult.QueryOneofCase
    • ResourceName
    • ResponseMessage
    • ResponseMessage.MessageOneofCase
    • ResponseMessage.Types
    • ResponseMessage.Types.ConversationSuccess
    • ResponseMessage.Types.EndInteraction
    • ResponseMessage.Types.KnowledgeInfoCard
    • ResponseMessage.Types.LiveAgentHandoff
    • ResponseMessage.Types.MixedAudio
    • ResponseMessage.Types.MixedAudio.Types
    • ResponseMessage.Types.MixedAudio.Types.Segment
    • ResponseMessage.Types.MixedAudio.Types.Segment.ContentOneofCase
    • ResponseMessage.Types.OutputAudioText
    • ResponseMessage.Types.OutputAudioText.SourceOneofCase
    • ResponseMessage.Types.PlayAudio
    • ResponseMessage.Types.ResponseType
    • ResponseMessage.Types.TelephonyTransferCall
    • ResponseMessage.Types.TelephonyTransferCall.EndpointOneofCase
    • ResponseMessage.Types.Text
    • RestoreAgentRequest
    • RestoreAgentRequest.AgentOneofCase
    • RestoreAgentRequest.Types
    • RestoreAgentRequest.Types.GitSource
    • RestoreAgentRequest.Types.RestoreOption
    • RolloutConfig
    • RolloutConfig.Types
    • RolloutConfig.Types.RolloutStep
    • RolloutState
    • RunContinuousTestMetadata
    • RunContinuousTestRequest
    • RunContinuousTestResponse
    • RunTestCaseMetadata
    • RunTestCaseRequest
    • RunTestCaseResponse
    • SafetySettings
    • SafetySettings.Types
    • SafetySettings.Types.Phrase
    • SecuritySettings
    • SecuritySettings.DataRetentionOneofCase
    • SecuritySettings.Types
    • SecuritySettings.Types.AudioExportSettings
    • SecuritySettings.Types.AudioExportSettings.Types
    • SecuritySettings.Types.AudioExportSettings.Types.AudioFormat
    • SecuritySettings.Types.InsightsExportSettings
    • SecuritySettings.Types.PurgeDataType
    • SecuritySettings.Types.RedactionScope
    • SecuritySettings.Types.RedactionStrategy
    • SecuritySettings.Types.RetentionStrategy
    • SecuritySettingsName
    • SecuritySettingsName.ResourceNameType
    • SecuritySettingsService
    • SecuritySettingsService.SecuritySettingsServiceBase
    • SecuritySettingsService.SecuritySettingsServiceClient
    • SecuritySettingsServiceClient
    • SecuritySettingsServiceClientBuilder
    • SecuritySettingsServiceClientImpl
    • SecuritySettingsServiceSettings
    • SentimentAnalysisResult
    • ServiceName
    • ServiceName.ResourceNameType
    • SessionEntityType
    • SessionEntityType.Types
    • SessionEntityType.Types.EntityOverrideMode
    • SessionEntityTypeName
    • SessionEntityTypeName.ResourceNameType
    • SessionEntityTypes
    • SessionEntityTypes.SessionEntityTypesBase
    • SessionEntityTypes.SessionEntityTypesClient
    • SessionEntityTypesClient
    • SessionEntityTypesClientBuilder
    • SessionEntityTypesClientImpl
    • SessionEntityTypesSettings
    • SessionInfo
    • SessionName
    • SessionName.ResourceNameType
    • Sessions
    • Sessions.SessionsBase
    • Sessions.SessionsClient
    • SessionsClient
    • SessionsClient.StreamingDetectIntentStream
    • SessionsClientBuilder
    • SessionsClientImpl
    • SessionsSettings
    • SpeechModelVariant
    • SpeechToTextSettings
    • SpeechWordInfo
    • SsmlVoiceGender
    • StartExperimentRequest
    • StopExperimentRequest
    • StreamingDetectIntentRequest
    • StreamingDetectIntentResponse
    • StreamingDetectIntentResponse.ResponseOneofCase
    • StreamingRecognitionResult
    • StreamingRecognitionResult.Types
    • StreamingRecognitionResult.Types.MessageType
    • SynthesizeSpeechConfig
    • TestCase
    • TestCaseError
    • TestCaseName
    • TestCaseName.ResourceNameType
    • TestCaseResult
    • TestCaseResultName
    • TestCaseResultName.ResourceNameType
    • TestCases
    • TestCases.TestCasesBase
    • TestCases.TestCasesClient
    • TestCasesClient
    • TestCasesClientBuilder
    • TestCasesClientImpl
    • TestCasesSettings
    • TestConfig
    • TestError
    • TestResult
    • TestRunDifference
    • TestRunDifference.Types
    • TestRunDifference.Types.DiffType
    • TextInput
    • TextToSpeechSettings
    • TrainFlowRequest
    • TransitionCoverage
    • TransitionCoverage.Types
    • TransitionCoverage.Types.Transition
    • TransitionCoverage.Types.Transition.DetailOneofCase
    • TransitionCoverage.Types.TransitionNode
    • TransitionCoverage.Types.TransitionNode.KindOneofCase
    • TransitionRoute
    • TransitionRoute.TargetOneofCase
    • TransitionRouteGroup
    • TransitionRouteGroupCoverage
    • TransitionRouteGroupCoverage.Types
    • TransitionRouteGroupCoverage.Types.Coverage
    • TransitionRouteGroupCoverage.Types.Coverage.Types
    • TransitionRouteGroupCoverage.Types.Coverage.Types.Transition
    • TransitionRouteGroupName
    • TransitionRouteGroupName.ResourceNameType
    • TransitionRouteGroups
    • TransitionRouteGroups.TransitionRouteGroupsBase
    • TransitionRouteGroups.TransitionRouteGroupsClient
    • TransitionRouteGroupsClient
    • TransitionRouteGroupsClientBuilder
    • TransitionRouteGroupsClientImpl
    • TransitionRouteGroupsSettings
    • UpdateAgentRequest
    • UpdateEntityTypeRequest
    • UpdateEnvironmentRequest
    • UpdateExperimentRequest
    • UpdateFlowRequest
    • UpdateGenerativeSettingsRequest
    • UpdateIntentRequest
    • UpdatePageRequest
    • UpdateSecuritySettingsRequest
    • UpdateSessionEntityTypeRequest
    • UpdateTestCaseRequest
    • UpdateTransitionRouteGroupRequest
    • UpdateVersionRequest
    • UpdateWebhookRequest
    • ValidateAgentRequest
    • ValidateFlowRequest
    • ValidationMessage
    • ValidationMessage.Types
    • ValidationMessage.Types.ResourceType
    • ValidationMessage.Types.Severity
    • VariantsHistory
    • VariantsHistory.VariantsOneofCase
    • Version
    • Version.Types
    • Version.Types.State
    • VersionName
    • VersionName.ResourceNameType
    • Versions
    • Versions.VersionsBase
    • Versions.VersionsClient
    • VersionsClient
    • VersionsClientBuilder
    • VersionsClientImpl
    • VersionsSettings
    • VersionVariants
    • VersionVariants.Types
    • VersionVariants.Types.Variant
    • VoiceSelectionParams
    • Webhook
    • Webhook.Types
    • Webhook.Types.GenericWebService
    • Webhook.Types.GenericWebService.Types
    • Webhook.Types.GenericWebService.Types.HttpMethod
    • Webhook.Types.GenericWebService.Types.WebhookType
    • Webhook.Types.ServiceDirectoryConfig
    • Webhook.WebhookOneofCase
    • WebhookName
    • WebhookName.ResourceNameType
    • WebhookRequest
    • WebhookRequest.QueryOneofCase
    • WebhookRequest.Types
    • WebhookRequest.Types.FulfillmentInfo
    • WebhookRequest.Types.IntentInfo
    • WebhookRequest.Types.IntentInfo.Types
    • WebhookRequest.Types.IntentInfo.Types.IntentParameterValue
    • WebhookRequest.Types.SentimentAnalysisResult
    • WebhookResponse
    • WebhookResponse.TransitionOneofCase
    • WebhookResponse.Types
    • WebhookResponse.Types.FulfillmentResponse
    • WebhookResponse.Types.FulfillmentResponse.Types
    • WebhookResponse.Types.FulfillmentResponse.Types.MergeBehavior
    • Webhooks
    • Webhooks.WebhooksBase
    • Webhooks.WebhooksClient
    • WebhooksClient
    • WebhooksClientBuilder
    • WebhooksClientImpl
    • WebhooksSettings
  • Google.Cloud.Dialogflow.V2
  • Google.Cloud.Dialogflow.V2Beta1
  • Google.Cloud.DiscoveryEngine.V1
  • Google.Cloud.DiscoveryEngine.V1Beta
  • Google.Cloud.Dlp.V2
  • Google.Cloud.DocumentAI.V1
  • Google.Cloud.DocumentAI.V1Beta2
  • Google.Cloud.DocumentAI.V1Beta3
  • Google.Cloud.Domains.V1
  • Google.Cloud.Domains.V1Beta1
  • Google.Cloud.EnterpriseKnowledgeGraph.V1
  • Google.Cloud.ErrorReporting.V1Beta1
  • Google.Cloud.EssentialContacts.V1
  • Google.Cloud.Eventarc.Publishing.V1
  • Google.Cloud.Eventarc.V1
  • Google.Cloud.Filestore.V1
  • Google.Cloud.Firestore
  • Google.Cloud.Firestore.Admin.V1
  • Google.Cloud.Firestore.V1
  • Google.Cloud.Functions.V1
  • Google.Cloud.Functions.V2
  • Google.Cloud.Functions.V2Beta
  • Google.Cloud.GSuiteAddOns.V1
  • Google.Cloud.Gaming.V1
  • Google.Cloud.Gaming.V1Beta
  • Google.Cloud.GkeBackup.V1
  • Google.Cloud.GkeConnect.Gateway.V1Beta1
  • Google.Cloud.GkeHub.V1
  • Google.Cloud.GkeHub.V1Beta1
  • Google.Cloud.GkeMultiCloud.V1
  • Google.Cloud.Iam.Admin.V1
  • Google.Cloud.Iam.Credentials.V1
  • Google.Cloud.Iam.V1
  • Google.Cloud.Iam.V2
  • Google.Cloud.Iap.V1
  • Google.Cloud.Ids.V1
  • Google.Cloud.Iot.V1
  • Google.Cloud.Kms.Inventory.V1
  • Google.Cloud.Kms.V1
  • Google.Cloud.Language.V1
  • Google.Cloud.Language.V2
  • Google.Cloud.LifeSciences.V2Beta
  • Google.Cloud.Location
  • Google.Cloud.Logging.Console
  • Google.Cloud.Logging.Log4Net
  • Google.Cloud.Logging.NLog
  • Google.Cloud.Logging.Type
  • Google.Cloud.Logging.V2
  • Google.Cloud.ManagedIdentities.V1
  • Google.Cloud.MediaTranslation.V1Beta1
  • Google.Cloud.Memcache.V1
  • Google.Cloud.Memcache.V1Beta2
  • Google.Cloud.Metastore.V1
  • Google.Cloud.Metastore.V1Alpha
  • Google.Cloud.Metastore.V1Beta
  • Google.Cloud.MigrationCenter.V1
  • Google.Cloud.Monitoring.V3
  • Google.Cloud.NetApp.V1
  • Google.Cloud.NetworkConnectivity.V1
  • Google.Cloud.NetworkConnectivity.V1Alpha1
  • Google.Cloud.NetworkManagement.V1
  • Google.Cloud.NetworkSecurity.V1Beta1
  • Google.Cloud.Notebooks.V1
  • Google.Cloud.Notebooks.V1Beta1
  • Google.Cloud.Notebooks.V2
  • Google.Cloud.Optimization.V1
  • Google.Cloud.Orchestration.Airflow.Service.V1
  • Google.Cloud.OrgPolicy.V1
  • Google.Cloud.OrgPolicy.V2
  • Google.Cloud.OsConfig.V1
  • Google.Cloud.OsConfig.V1Alpha
  • Google.Cloud.OsLogin.Common
  • Google.Cloud.OsLogin.V1
  • Google.Cloud.OsLogin.V1Beta
  • Google.Cloud.PhishingProtection.V1Beta1
  • Google.Cloud.PolicySimulator.V1
  • Google.Cloud.PolicyTroubleshooter.Iam.V3
  • Google.Cloud.PolicyTroubleshooter.V1
  • Google.Cloud.PrivateCatalog.V1Beta1
  • Google.Cloud.Profiler.V2
  • Google.Cloud.PubSub.V1
  • Google.Cloud.RapidMigrationAssessment.V1
  • Google.Cloud.RecaptchaEnterprise.V1
  • Google.Cloud.RecaptchaEnterprise.V1Beta1
  • Google.Cloud.RecommendationEngine.V1Beta1
  • Google.Cloud.Recommender.V1
  • Google.Cloud.Redis.Cluster.V1
  • Google.Cloud.Redis.V1
  • Google.Cloud.Redis.V1Beta1
  • Google.Cloud.ResourceManager.V3
  • Google.Cloud.ResourceSettings.V1
  • Google.Cloud.Retail.V2
  • Google.Cloud.Run.V2
  • Google.Cloud.Scheduler.V1
  • Google.Cloud.SecretManager.V1
  • Google.Cloud.SecretManager.V1Beta1
  • Google.Cloud.Security.PrivateCA.V1
  • Google.Cloud.Security.PrivateCA.V1Beta1
  • Google.Cloud.Security.PublicCA.V1Beta1
  • Google.Cloud.SecurityCenter.Settings.V1Beta1
  • Google.Cloud.SecurityCenter.V1
  • Google.Cloud.SecurityCenter.V1P1Beta1
  • Google.Cloud.ServiceControl.V1
  • Google.Cloud.ServiceDirectory.V1
  • Google.Cloud.ServiceDirectory.V1Beta1
  • Google.Cloud.ServiceManagement.V1
  • Google.Cloud.ServiceUsage.V1
  • Google.Cloud.Shell.V1
  • Google.Cloud.Spanner.Admin.Database.V1
  • Google.Cloud.Spanner.Admin.Instance.V1
  • Google.Cloud.Spanner.Common.V1
  • Google.Cloud.Spanner.Data
  • Google.Cloud.Spanner.V1
  • Google.Cloud.Speech.V1
  • Google.Cloud.Speech.V1P1Beta1
  • Google.Cloud.Speech.V2
  • Google.Cloud.Storage.V1
  • Google.Cloud.StorageInsights.V1
  • Google.Cloud.StorageTransfer.V1
  • Google.Cloud.Support.V2
  • Google.Cloud.Talent.V4
  • Google.Cloud.Talent.V4Beta1
  • Google.Cloud.Tasks.V2
  • Google.Cloud.Tasks.V2Beta3
  • Google.Cloud.TextToSpeech.V1
  • Google.Cloud.TextToSpeech.V1Beta1
  • Google.Cloud.Tpu.V1
  • Google.Cloud.Trace.V1
  • Google.Cloud.Trace.V2
  • Google.Cloud.Translate.V3
  • Google.Cloud.Translation.V2
  • Google.Cloud.VMMigration.V1
  • Google.Cloud.Video.LiveStream.V1
  • Google.Cloud.Video.Stitcher.V1
  • Google.Cloud.Video.Transcoder.V1
  • Google.Cloud.Video.Transcoder.V1Beta1
  • Google.Cloud.VideoIntelligence.V1
  • Google.Cloud.Vision.V1
  • Google.Cloud.VmwareEngine.V1
  • Google.Cloud.VpcAccess.V1
  • Google.Cloud.WebRisk.V1
  • Google.Cloud.WebRisk.V1Beta1
  • Google.Cloud.WebSecurityScanner.V1
  • Google.Cloud.Workflows.Common.V1
  • Google.Cloud.Workflows.Common.V1Beta
  • Google.Cloud.Workflows.Executions.V1
  • Google.Cloud.Workflows.Executions.V1Beta
  • Google.Cloud.Workflows.V1
  • Google.Cloud.Workflows.V1Beta
  • Google.Cloud.Workstations.V1
  • Google.Identity.AccessContextManager.Type
  • Google.Identity.AccessContextManager.V1
  • Google.LongRunning
  • Google.Protobuf
  • Grafeas.V1
  • Grpc.Auth
  • Accelerate your digital transformation
  • Learn more
  • Key benefits
  • Why Google Cloud
  • AI and ML
  • Multicloud
  • Global infrastructure
  • Data Cloud
  • Open cloud
  • Trust and security
  • Productivity and collaboration
  • Reports and insights
  • Executive insights
  • Analyst reports
  • Whitepapers
  • Customer stories
  • Industry Solutions
  • Retail
  • Consumer Packaged Goods
  • Financial Services
  • Healthcare and Life Sciences
  • Media and Entertainment
  • Telecommunications
  • Games
  • Manufacturing
  • Supply Chain and Logistics
  • Government
  • Education
  • See all industry solutions
  • See all solutions
  • Application Modernization
  • CAMP
  • Modernize Traditional Applications
  • Migrate from PaaS: Cloud Foundry, Openshift
  • Migrate from Mainframe
  • Modernize Software Delivery
  • DevOps Best Practices
  • SRE Principles
  • Day 2 Operations for GKE
  • FinOps and Optimization of GKE
  • Run Applications at the Edge
  • Architect for Multicloud
  • Go Serverless
  • Artificial Intelligence
  • Contact Center AI
  • Document AI
  • Product Discovery
  • APIs and Applications
  • New Business Channels Using APIs
  • Unlocking Legacy Applications Using APIs
  • Open Banking APIx
  • Databases
  • Database Migration
  • Database Modernization
  • Databases for Games
  • Google Cloud Databases
  • Migrate Oracle workloads to Google Cloud
  • Open Source Databases
  • SQL Server on Google Cloud
  • Data Cloud
  • Databases Solutions
  • Smart Analytics Solutions
  • AI Solutions
  • Data Cloud for ISVs
  • Data Cloud Alliance
  • Digital Transformation
  • Digital Innovation
  • Operational Efficiency
  • COVID-19 Solutions
  • COVID-19 Solutions for the Healthcare Industry
  • Infrastructure Modernization
  • Application Migration
  • SAP on Google Cloud
  • High Performance Computing
  • Windows on Google Cloud
  • Data Center Migration
  • Active Assist
  • Virtual Desktops
  • Rapid Migration Program (RaMP)
  • Backup and Disaster Recovery
  • Productivity and Collaboration
  • Google Workspace
  • Google Workspace Essentials
  • Cloud Identity
  • Chrome Enterprise
  • Cloud Search
  • Security
  • Security Analytics and Operations
  • Web App and API Protection
  • Security and Resilience Framework
  • Risk and compliance as code (RCaC)
  • Software Supply Chain Security
  • Security Foundation
  • Smart Analytics
  • Data Warehouse Modernizatio