Cx Flow
Flows represents the conversation flows when you build your chatbot agent. To get more information about Flow, see:
How-to Guides
Example Usage
Dialogflowcx Flow Basic
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.gcp.diagflow.CxAgent;
import com.pulumi.gcp.diagflow.CxAgentArgs;
import com.pulumi.gcp.diagflow.inputs.CxAgentSpeechToTextSettingsArgs;
import com.pulumi.gcp.diagflow.CxFlow;
import com.pulumi.gcp.diagflow.CxFlowArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowNluSettingsArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowEventHandlerArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowEventHandlerTriggerFulfillmentArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var agent = new CxAgent("agent", CxAgentArgs.builder()
.displayName("dialogflowcx-agent")
.location("global")
.defaultLanguageCode("en")
.supportedLanguageCodes(
"fr",
"de",
"es")
.timeZone("America/New_York")
.description("Example description.")
.avatarUri("https://cloud.google.com/_static/images/cloud/icons/favicons/onecloud/super_cloud.png")
.enableStackdriverLogging(true)
.enableSpellCorrection(true)
.speechToTextSettings(CxAgentSpeechToTextSettingsArgs.builder()
.enableSpeechAdaptation(true)
.build())
.build());
var basicFlow = new CxFlow("basicFlow", CxFlowArgs.builder()
.parent(agent.id())
.displayName("MyFlow")
.description("Test Flow")
.nluSettings(CxFlowNluSettingsArgs.builder()
.classificationThreshold(0.3)
.modelType("MODEL_TYPE_STANDARD")
.build())
.eventHandlers(
CxFlowEventHandlerArgs.builder()
.event("custom-event")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("I didn't get that. Can you say it again?")
.build())
.build())
.build())
.build(),
CxFlowEventHandlerArgs.builder()
.event("sys.no-match-default")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("Sorry, could you say that again?")
.build())
.build())
.build())
.build(),
CxFlowEventHandlerArgs.builder()
.event("sys.no-input-default")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("One more time?")
.build())
.build())
.build())
.build())
.build());
}
}Dialogflowcx Flow Full
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.gcp.diagflow.CxAgent;
import com.pulumi.gcp.diagflow.CxAgentArgs;
import com.pulumi.gcp.diagflow.inputs.CxAgentSpeechToTextSettingsArgs;
import com.pulumi.gcp.storage.Bucket;
import com.pulumi.gcp.storage.BucketArgs;
import com.pulumi.gcp.diagflow.CxFlow;
import com.pulumi.gcp.diagflow.CxFlowArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowNluSettingsArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowEventHandlerArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowEventHandlerTriggerFulfillmentArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowTransitionRouteArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowTransitionRouteTriggerFulfillmentArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowAdvancedSettingsArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowAdvancedSettingsAudioExportGcsDestinationArgs;
import com.pulumi.gcp.diagflow.inputs.CxFlowAdvancedSettingsDtmfSettingsArgs;
import static com.pulumi.codegen.internal.Serialization.*;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var agent = new CxAgent("agent", CxAgentArgs.builder()
.displayName("dialogflowcx-agent")
.location("global")
.defaultLanguageCode("en")
.supportedLanguageCodes(
"fr",
"de",
"es")
.timeZone("America/New_York")
.description("Example description.")
.avatarUri("https://cloud.google.com/_static/images/cloud/icons/favicons/onecloud/super_cloud.png")
.enableStackdriverLogging(true)
.enableSpellCorrection(true)
.speechToTextSettings(CxAgentSpeechToTextSettingsArgs.builder()
.enableSpeechAdaptation(true)
.build())
.build());
var bucket = new Bucket("bucket", BucketArgs.builder()
.location("US")
.uniformBucketLevelAccess(true)
.build());
var basicFlow = new CxFlow("basicFlow", CxFlowArgs.builder()
.parent(agent.id())
.displayName("MyFlow")
.description("Test Flow")
.nluSettings(CxFlowNluSettingsArgs.builder()
.classificationThreshold(0.3)
.modelType("MODEL_TYPE_STANDARD")
.build())
.eventHandlers(
CxFlowEventHandlerArgs.builder()
.event("custom-event")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("I didn't get that. Can you say it again?")
.build())
.build())
.build())
.build(),
CxFlowEventHandlerArgs.builder()
.event("sys.no-match-default")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("Sorry, could you say that again?")
.build())
.build())
.build())
.build(),
CxFlowEventHandlerArgs.builder()
.event("sys.no-input-default")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(false)
.messages(CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("One more time?")
.build())
.build())
.build())
.build(),
CxFlowEventHandlerArgs.builder()
.event("another-event")
.triggerFulfillment(CxFlowEventHandlerTriggerFulfillmentArgs.builder()
.returnPartialResponses(true)
.messages(
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.channel("some-channel")
.text(CxFlowEventHandlerTriggerFulfillmentMessageTextArgs.builder()
.texts("Some text")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.payload("""
{"some-key": "some-value", "other-key": ["other-value"]}
""")
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.conversationSuccess(CxFlowEventHandlerTriggerFulfillmentMessageConversationSuccessArgs.builder()
.metadata("""
{"some-metadata-key": "some-value", "other-metadata-key": 1234}
""")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.outputAudioText(CxFlowEventHandlerTriggerFulfillmentMessageOutputAudioTextArgs.builder()
.text("some output text")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.outputAudioText(CxFlowEventHandlerTriggerFulfillmentMessageOutputAudioTextArgs.builder()
.ssml("""
<speak>Some example <say-as interpret-as="characters">SSML XML</say-as></speak>
""")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.liveAgentHandoff(CxFlowEventHandlerTriggerFulfillmentMessageLiveAgentHandoffArgs.builder()
.metadata("""
{"some-metadata-key": "some-value", "other-metadata-key": 1234}
""")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.playAudio(CxFlowEventHandlerTriggerFulfillmentMessagePlayAudioArgs.builder()
.audioUri("http://example.com/some-audio-file.mp3")
.build())
.build(),
CxFlowEventHandlerTriggerFulfillmentMessageArgs.builder()
.telephonyTransferCall(CxFlowEventHandlerTriggerFulfillmentMessageTelephonyTransferCallArgs.builder()
.phoneNumber("1-234-567-8901")
.build())
.build())
.setParameterActions(
CxFlowEventHandlerTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("some-param")
.value("123.45")
.build(),
CxFlowEventHandlerTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("another-param")
.value(serializeJson(
"abc"))
.build(),
CxFlowEventHandlerTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("other-param")
.value(serializeJson(
jsonArray("foo")))
.build())
.conditionalCases(CxFlowEventHandlerTriggerFulfillmentConditionalCaseArgs.builder()
.cases(serializeJson(
jsonArray(
jsonObject(
jsonProperty("condition", "$sys.func.RAND() < 0.5"),
jsonProperty("caseContent", jsonArray(
jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("First case"))
))
))
),
jsonObject(
jsonProperty("additionalCases", jsonObject(
jsonProperty("cases", jsonArray(jsonObject(
jsonProperty("condition", "$sys.func.RAND() < 0.2"),
jsonProperty("caseContent", jsonArray(jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("Nested case"))
))
))
)))
)))
))
)
))
),
jsonObject(
jsonProperty("caseContent", jsonArray(jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("Final case"))
))
))
)))
)
)))
.build())
.build())
.build())
.transitionRoutes(CxFlowTransitionRouteArgs.builder()
.condition("true")
.triggerFulfillment(CxFlowTransitionRouteTriggerFulfillmentArgs.builder()
.returnPartialResponses(true)
.messages(
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.channel("some-channel")
.text(CxFlowTransitionRouteTriggerFulfillmentMessageTextArgs.builder()
.texts("Some text")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.payload("""
{"some-key": "some-value", "other-key": ["other-value"]}
""")
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.conversationSuccess(CxFlowTransitionRouteTriggerFulfillmentMessageConversationSuccessArgs.builder()
.metadata("""
{"some-metadata-key": "some-value", "other-metadata-key": 1234}
""")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.outputAudioText(CxFlowTransitionRouteTriggerFulfillmentMessageOutputAudioTextArgs.builder()
.text("some output text")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.outputAudioText(CxFlowTransitionRouteTriggerFulfillmentMessageOutputAudioTextArgs.builder()
.ssml("""
<speak>Some example <say-as interpret-as="characters">SSML XML</say-as></speak>
""")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.liveAgentHandoff(CxFlowTransitionRouteTriggerFulfillmentMessageLiveAgentHandoffArgs.builder()
.metadata("""
{"some-metadata-key": "some-value", "other-metadata-key": 1234}
""")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.playAudio(CxFlowTransitionRouteTriggerFulfillmentMessagePlayAudioArgs.builder()
.audioUri("http://example.com/some-audio-file.mp3")
.build())
.build(),
CxFlowTransitionRouteTriggerFulfillmentMessageArgs.builder()
.telephonyTransferCall(CxFlowTransitionRouteTriggerFulfillmentMessageTelephonyTransferCallArgs.builder()
.phoneNumber("1-234-567-8901")
.build())
.build())
.setParameterActions(
CxFlowTransitionRouteTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("some-param")
.value("123.45")
.build(),
CxFlowTransitionRouteTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("another-param")
.value(serializeJson(
"abc"))
.build(),
CxFlowTransitionRouteTriggerFulfillmentSetParameterActionArgs.builder()
.parameter("other-param")
.value(serializeJson(
jsonArray("foo")))
.build())
.conditionalCases(CxFlowTransitionRouteTriggerFulfillmentConditionalCaseArgs.builder()
.cases(serializeJson(
jsonArray(
jsonObject(
jsonProperty("condition", "$sys.func.RAND() < 0.5"),
jsonProperty("caseContent", jsonArray(
jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("First case"))
))
))
),
jsonObject(
jsonProperty("additionalCases", jsonObject(
jsonProperty("cases", jsonArray(jsonObject(
jsonProperty("condition", "$sys.func.RAND() < 0.2"),
jsonProperty("caseContent", jsonArray(jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("Nested case"))
))
))
)))
)))
))
)
))
),
jsonObject(
jsonProperty("caseContent", jsonArray(jsonObject(
jsonProperty("message", jsonObject(
jsonProperty("text", jsonObject(
jsonProperty("text", jsonArray("Final case"))
))
))
)))
)
)))
.build())
.build())
.targetFlow(agent.startFlow())
.build())
.advancedSettings(CxFlowAdvancedSettingsArgs.builder()
.audioExportGcsDestination(CxFlowAdvancedSettingsAudioExportGcsDestinationArgs.builder()
.uri(bucket.url().applyValue(url -> String.format("%s/prefix-", url)))
.build())
.dtmfSettings(CxFlowAdvancedSettingsDtmfSettingsArgs.builder()
.enabled(true)
.maxDigits(1)
.finishDigit("#")
.build())
.build())
.build());
}
}Import
Flow can be imported using any of these accepted formats* {{parent}}/flows/{{name}} * {{parent}}/{{name}} In Terraform v1.5.0 and later, use an import block to import Flow using one of the formats above. For exampletf import { id = "{{parent}}/flows/{{name}}" to = google_dialogflow_cx_flow.default }
$ pulumi import gcp:diagflow/cxFlow:CxFlow When using the [`terraform import` command](https://developer.hashicorp.com/terraform/cli/commands/import), Flow can be imported using one of the formats above. For example$ pulumi import gcp:diagflow/cxFlow:CxFlow default {{parent}}/flows/{{name}}$ pulumi import gcp:diagflow/cxFlow:CxFlow default {{parent}}/{{name}}Properties
A flow's event handlers serve two purposes: They are responsible for handling events (e.g. no match, webhook errors) in the flow. They are inherited by every page's Page.event_handlers, which can be used to handle common events regardless of the current page. Event handlers defined in the page have higher priority than those defined in the flow. Unlike transitionRoutes, these handlers are evaluated on a first-match basis. The first one that matches the event get executed, with the rest being ignored. Structure is documented below.
Marks this as the Default Start Flow for an agent. When you create an agent, the Default Start Flow is created automatically. The Default Start Flow cannot be deleted; deleting the gcp.diagflow.CxFlow resource does nothing to the underlying GCP resources.
The language of the following fields in flow: Flow.event_handlers.trigger_fulfillment.messages Flow.event_handlers.trigger_fulfillment.conditional_cases Flow.transition_routes.trigger_fulfillment.messages Flow.transition_routes.trigger_fulfillment.conditional_cases If not specified, the agent's default language is used. Many languages are supported. Note: languages must be enabled in the agent before they can be used.
A flow's transition route group serve two purposes: They are responsible for matching the user's first utterances in the flow. They are inherited by every page's Page.transition_route_groups. Transition route groups defined in the page have higher priority than those defined in the flow. Format:projects/
A flow's transition routes serve two purposes: They are responsible for matching the user's first utterances in the flow. They are inherited by every page's Page.transition_routes and can support use cases such as the user saying "help" or "can I talk to a human?", which can be handled in a common way regardless of the current page. Transition routes defined in the page have higher priority than those defined in the flow. TransitionRoutes are evalauted in the following order: TransitionRoutes with intent specified. TransitionRoutes with only condition specified. TransitionRoutes with intent specified are inherited by pages in the flow. Structure is documented below.