Google Cloud
Why Google
  • Discover why leading businesses choose Google Cloud
  • Whether your business is early in its journey or well on its way to digital transformation, Google Cloud can help you solve your toughest challenges.
  • Learn more
  • Key benefits
  • Overview
    Top reasons businesses choose us.
  • Multicloud
    Run your apps wherever you need them.
  • Trust and security
    Keep your data secure and compliant.
  • Global infrastructure
    Build on the same infrastructure as Google.
  • Data analytics
    Make smarter decisions with unified data.
  • Open cloud
    Scale with open, flexible technology.
  • Sustainability
    Run on the cleanest cloud in the industry.
  • Productivity and collaboration
    Connect your teams with AI-powered apps.
  • Resources
  • Events
    Browse upcoming Google Cloud events.
  • Blog
    Read our latest product news and stories.
  • Customer stories
    Explore case studies and videos.
  • Analyst reports
    Read what industry analysts say about us.
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
    Health-specific solutions to enhance the patient experience.
  • Media and Entertainment
    Solutions for content production and distribution operations.
  • Telecommunications
    Hybrid and multi-cloud services to deploy and monetize 5G.
  • Gaming
    AI-driven solutions to build and scale games faster.
  • Manufacturing
    Migration and AI tools to optimize the manufacturing value chain.
  • Supply Chain and Logistics
    Digital supply chain solutions built in the cloud.
  • Government
    Data storage, AI, and analytics solutions for government agencies.
  • Education
    Teaching tools to provide more engaging learning experiences.
  • Small and Medium Business
    Explore SMB solutions for web hosting, app development, AI, analytics, and more.
  • Not seeing what you're looking for?
  • See all solutions
  • Application Modernization
    Develop and run applications anywhere, using cloud-native technologies like containers, serverless, and service mesh.
  • Hybrid and Multi-cloud Application Platform
    Platform for modernizing legacy apps and building new apps.
  • Cloud-Native App Development
    End-to-end solution for building, deploying, and managing apps.
  • API Management
    Accelerate application design and development with an API-first approach.
  • Serverless Solutions
    Fully managed environment for developing, deploying and scaling apps.
  • DevOps
    Processes and resources for implementing DevOps in your org.
  • Continuous Delivery (CD)
    End-to-end automation from source to production.
  • Continuous Integration (CI)
    Fast feedback on code changes at scale.
  • Mainframe Modernization
    Automated tools and prescriptive guidance for moving to the cloud.
  • Hosting
    Services and infrastructure for building web apps and websites.
  • 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
    Machine learning and AI to unlock insights from your documents.
  • Cloud Talent Solution
    AI with job search and talent acquisition capabilities.
  • Business Application Platform
    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.
  • 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.
  • 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.
  • Business Continuity
    Proactively plan and prioritize workloads.
  • 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 Assessment & 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
    Chrome OS, 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.
  • 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.
  • Stream Analytics
    Insights from ingesting, processing, and analyzing event streams.
  • Marketing Analytics
    Solutions for collecting, analyzing, and activating customer data.
  • Data Lake Modernization
    Services for building and modernizing your data lake.
  • Business Intelligence
    Solutions for modernizing your BI stack and creating rich data experiences.
  • Datasets
    Data from Google, public, and commercial providers to enrich your analytics and AI initiatives.
Products
  • Featured Products
  • Compute Engine
    Virtual machines running in Google’s data center.
  • Cloud Storage
    Object storage that’s secure, durable, and scalable.
  • Cloud SDK
    Command-line tools and libraries for Google Cloud.
  • Cloud SQL
    Relational database services for MySQL, PostgreSQL, and SQL server.
  • Google Kubernetes Engine
    Managed environment for running containerized apps.
  • BigQuery
    Data warehouse for business agility and insights.
  • Cloud CDN
    Content delivery network for delivering web and video.
  • Dataflow
    Streaming analytics for stream and batch processing.
  • Operations
    Monitoring, logging, and application performance suite.
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Anthos
    Platform for modernizing existing apps and building new ones.
  • Not seeing what you're looking for?
  • See all products (100+)
  • AI and Machine Learning
  • Vertex AI
    Unified ML Platform for training, hosting, and managing ML models.
  • Speech-to-Text
    Speech recognition and transcription supporting 125 languages.
  • Vision AI
    Custom and pre-trained models to detect emotion, text, more.
  • Text-to-Speech
    Speech synthesis in 220+ voices and 40+ languages.
  • Cloud Translation
    Language detection, translation, and glossary support.
  • Cloud Natural Language
    Sentiment analysis and classification of unstructured text.
  • AutoML
    Custom machine learning model training and development.
  • Video AI
    Video classification and recognition using machine learning.
  • AI Infrastructure
    Options for every business to train deep learning and machine learning models cost-effectively.
  • Dialogflow
    Conversation applications and systems development suite for virtual agents.
  • AutoML Tables
    Service for training ML models with structured data.
  • Not seeing what you're looking for?
  • See all AI and machine learning products
  • API Management
  • Apigee API Management
    Manage the full life cycle of APIs anywhere with visibility and control.
  • Cloud Endpoints
    Deployment and development management for APIs on Google Cloud.
  • Cloud Healthcare API
    Solution to bridge existing care systems and apps on Google Cloud.
  • AppSheet
    No-code development platform to build and extend applications.
  • API Gateway
    Develop, deploy, secure, and manage APIs with a fully managed gateway.
  • 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 for Compute Engine
    Server and virtual machine migration to Compute Engine.
  • Preemptible VMs
    Compute instances for batch jobs and fault-tolerant workloads.
  • Shielded VMs
    Reinforced virtual machines on Google Cloud.
  • 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.
  • Container Registry
    Registry for storing, managing, and securing Docker images.
  • Container Security
    Container environment security for each stage of the life cycle.
  • Cloud Build
    Solution for running build steps in a Docker container.
  • Deep Learning Containers
    Containers with data science frameworks, libraries, and tools.
  • Kubernetes Applications
    Containerized apps with prebuilt deployment and unified billing.
  • Artifact Registry
    Package manager for build artifacts and dependencies.
  • Knative
    Components to create Kubernetes-native cloud-based software.
  • Cloud Run
    Fully managed environment for running containerized apps.
  • Cloud Code
    IDE support to write, run, and debug Kubernetes applications.
  • 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.
  • Data Catalog
    Metadata service for discovering, understanding, and managing data.
  • Analytics Hub
    Service for securely and efficiently exchanging data analytics assets.
  • Not seeing what youre looking for?
  • See all developer tools
  • Databases
  • Cloud Bigtable
    Cloud-native wide-column database for large scale, low-latency workloads.
  • Firestore
    Cloud-native document database for building rich mobile, web, and IoT apps.
  • Memorystore
    In-memory database for managed Redis and Memcached.
  • Cloud Spanner
    Cloud-native relational database with unlimited scale and 99.999% availability.
  • Cloud SQL
    Fully managed database for MySQL, PostgreSQL, and SQL Server.
  • Database Migration Service
    Serverless, minimal downtime migrations to Cloud SQL.
  • Bare Metal Solution for Oracle
    Infrastructure to run specialized Oracle workloads on Google Cloud.
  • Firebase Realtime Database
    NoSQL database for storing and syncing data in real time.
  • Datastream
    Serverless change data capture and replication service.
  • Developer Tools
  • Artifact Registry
    Universal package manager for build artifacts and dependencies.
  • Cloud Build
    Continuous integration and continuous delivery platform.
  • Cloud Code
    IDE support to write, run, and debug Kubernetes applications.
  • 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.
  • Cloud Tasks
    Task management service for asynchronous task execution.
  • Container Registry
    Private Docker storage for container images on Google Cloud.
  • Tekton
    Kubernetes-native resources for declaring CI/CD pipelines.
  • Not seeing what you're looking for?
  • See all developer tools
  • Healthcare and Life Sciences
  • Apigee Healthcare APIx
    FHIR API-based digital service production.
  • Cloud Healthcare API
    Solution for bridging existing care systems and apps on Google Cloud.
  • Cloud Life Sciences
    Tools for managing, processing, and transforming biomedical data.
  • Healthcare Natural Language AI
    Real-time insights from unstructured medical text.
  • Hybrid and Multicloud
  • Anthos
    Platform for modernizing existing apps and building new ones.
  • Looker
    Platform for BI, data applications, and embedded analytics.
  • Cloud Run for Anthos
    Integration that provides a serverless development platform on GKE.
  • Google Cloud Marketplace for Anthos
    Containerized apps with prebuilt deployment and unified billing.
  • Migrate for Anthos
    Tool to move workloads and existing applications to GKE.
  • Operations
    Monitoring, logging, and application performance suite.
  • Cloud Build
    Service for executing builds on Google Cloud infrastructure.
  • Traffic Director
    Traffic control pane and management for open service mesh.
  • Apigee API Management
    API management, development, and security platform.
  • Internet of Things
  • Cloud IoT Core
    IoT device management, integration, and connection service.
  • Edge TPU
    ASIC designed to run ML inference and AI at the edge.
  • 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 Mobile App
    App to manage Google Cloud services from your mobile device.
  • Cloud APIs
    Programmatic interfaces for Google Cloud services.
  • Private Catalog
    Service catalog for admins managing internal enterprise solutions.
  • Cost Management
    Tools for monitoring, controlling, and optimizing your costs.
  • Intelligent Management
    Tools for easily managing performance, security, and cost.
  • Terraform on Google Cloud
    Open source tool to provision Google Cloud resources with declarative configuration files.
  • Config Connector
    Kubernetes add-on for managing Google Cloud resources.
  • Media and Gaming
  • Game Servers
    Game server management service running on Google Kubernetes Engine.
  • OpenCue
    Open source render manager for visual effects and animation.
  • Migration
  • Application Migration
    App migration to the cloud for low-cost refresh cycles.
  • BigQuery Data Transfer Service
    Data import service for scheduling and moving data into BigQuery.
  • Cloud Foundation Toolkit
    Reference templates for Deployment Manager and Terraform.
  • Database Migration Service
    Serverless, minimal downtime migrations to Cloud SQL.
  • Migrate for Anthos
    Components for migrating VMs into system containers on GKE.
  • Migrate for Compute Engine
    Components for migrating VMs and physical servers to Compute Engine.
  • Rapid Assessment & 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.
  • Networking
  • Cloud Armor
    Security policies and defense against web and DDoS attacks.
  • Cloud 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.
  • Hybrid 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.
  • Network Telemetry
    VPC flow logs for network monitoring, forensics, and security.
  • Traffic Director
    Traffic control pane and management for open service mesh.
  • 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.
  • Kubernetes Engine Monitoring
    GKE app development and troubleshooting.
  • Cloud Trace
    Tracing system collecting latency data from applications.
  • Cloud Profiler
    CPU and heap profiler for analyzing application performance.
  • Cloud Debugger
    Real-time application state inspection and in-production debugging.
  • Intelligent Operations
    Tools for easily optimizing performance, security, and cost.
  • 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.
  • Cloud Data Loss Prevention
    Sensitive data inspection, classification, and redaction platform.
  • Managed Service for Microsoft Active Directory
    Hardened service running Microsoft® Active Directory (AD).
  • Access Transparency
    Cloud provider visibility through near real-time logs.
  • Titan Security Key
    Two-factor authentication device for user account protection.
  • Secret Manager
    Store API keys, passwords, certificates, and other sensitive data.
  • BeyondCorp Enterprise
    Zero trust solution for secure application and resource access.
  • Not seeing what you're looking for?
  • See all security and identity products
  • Serverless Computing
  • 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.
  • Storage
  • All Storage Products
    Cloud-based storage services for your business.
  • Cloud Storage
    Object storage that’s secure, durable, and scalable.
  • 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.
  • Archival Storage
    Data archive that offers online access speed at ultra low cost.
  • Storage Transfer Service
    Data transfers from online and on-premises sources to Cloud Storage.
  • Google Workspace Essentials
    Secure video meetings and modern collaboration for teams.
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
  • Google Cloud
  • Pricing overview
    Pay only for what you use with no lock-in.
  • Price list
    Get pricing details for individual products.
  • Pricing calculator
    Calculate your cloud savings.
  • Google Cloud Free Program
    $300 in free credits and 20+ free products.
  • Related Products
  • Google Workspace
  • Google Maps Platform
  • Chrome Enterprise
  • Apigee
  • Looker
  • Firebase
Getting started
  • Get started with Google Cloud
  • Start building right away on our secure, intelligent platform. New customers get $300 in free credits to use toward Google Cloud products and services.
  • Get started for free
  • Self-service Resources
  • Quickstarts
    View short tutorials to help you get started.
  • Best practices
    Explore docs for common workloads.
  • Google Cloud certification
    Prepare and register for certifications.
  • Expert help and training
  • Consulting
    Partner with our experts on cloud projects.
  • Technical Account Management
    Get ongoing guidance from Google.
  • Training
    Enroll in on-demand or classroom training.
  • Partners and third-party tools
  • Google Cloud partners
    Explore benefits of working with a partner.
  • Become a partner
    Join the Partner Advantage program.
  • Google Cloud Marketplace
    Deploy ready-to-go solutions in a few clicks.
  • More ways to get started
Docs Support
Docs Support
  • Dialogflow
Dialogflow CX
  • Dialogflow Site Selector
  • Dialogflow Common Documentation
    Edition comparison, support, and resources for building CX or ES agents.
  • Dialogflow CX Documentation
    Guides, examples, and references for building advanced CX agents.
  • Dialogflow ES Documentation
    Guides, examples, and references for building standard ES agents.
  • Dialogflow CX Console ↗
    User interface for building advanced CX agents.
  • Dialogflow ES Console ↗
    User interface for building standard ES agents.
Guides Reference Support Resources
Contact Us Get started for free
Google Cloud
  • Why Google
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  • Dialogflow CX
  • Documentation
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  • Dialogflow CX Console
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  • Setup
  • Build an agent
  • Interactions with the API
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  • Console overview
  • Agents
    • Agents
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  • Flows
  • Pages
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  • Intents
  • Entities
    • Entities
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    • Session entities
    • Regexp entities
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  • Integrations
    • Integrations
    • Telephony
      • Dialogflow CX Phone Gateway
      • AudioCodes
      • Avaya
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    • Text based
      • Dialogflow Messenger
      • Messenger from Facebook
      • LINE
  • Logging and history
    • Cloud logging
    • Change history
    • Audit logging
  • Agent quality
    • Voice agent design
    • Validation
    • Analytics
  • Security and data residency
    • Access control
    • Customer-managed encryption keys (CMEK)
    • Security settings
    • Using VPC Service Controls
    • Mutual TLS authentication
    • Regionalization and location settings
  • Testing
    • Test cases
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    • Continuous tests and deployment
  • Training
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  • Using multiple projects
  • Versions and environments
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  • Detect intent with audio input stream
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  • Discover why leading businesses choose Google Cloud
  • Learn more
  • Key benefits
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  • See all solutions
  • Application Modernization
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  • Open Banking APIx
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  • Migrate Oracle workloads to Google Cloud
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  • SQL Server on Google Cloud
  • Digital Transformation
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  • 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 Assessment & Migration Program (RAMP)
  • Backup and Disaster Recovery
  • Productivity and Collaboration
  • Google Workspace
  • Google Workspace Essentials
  • Cloud Identity
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  • Cloud Search
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  • See all products (100+)
  • AI and Machine Learning
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  • Cloud Translation
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  • See all AI and machine learning products
  • API Management
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  • Compute
  • Compute Engine
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  • Migrate for Compute Engine
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  • See all developer tools
  • Databases
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  • Datastream
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  • See all developer tools
  • Healthcare and Life Sciences
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  • Cloud Healthcare API
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Join the Dialogflow CX competition! Get trained in Dialogflow CX, work on open-source conversational components, get a free Dialogflow t-shirt and win cool prizes! Learn more.
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Introduction videos

The videos on this page cover the fundamental concepts of Dialogflow CX.

Dialogflow CX introduction

Deconstructing chatbots (CX)

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Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2021-07-23 UTC.

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