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DialogFlow Client for Tock NLP API
/*
* Copyright (C) 2017/2021 e-voyageurs technologies
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package ai.tock.nlp.dialogflow
import ai.tock.shared.injector
import ai.tock.shared.provide
import com.google.api.gax.core.CredentialsProvider
import com.google.cloud.dialogflow.v2.Agent
import com.google.cloud.dialogflow.v2.AgentsClient
import com.google.cloud.dialogflow.v2.AgentsSettings
import com.google.cloud.dialogflow.v2.Intent
import com.google.cloud.dialogflow.v2.IntentView
import com.google.cloud.dialogflow.v2.IntentsClient
import com.google.cloud.dialogflow.v2.IntentsSettings
import com.google.cloud.dialogflow.v2.ListIntentsRequest
import com.google.cloud.dialogflow.v2.ProjectAgentName
import com.google.cloud.dialogflow.v2.ProjectName
import com.google.cloud.dialogflow.v2.QueryInput
import com.google.cloud.dialogflow.v2.QueryResult
import com.google.cloud.dialogflow.v2.SessionName
import com.google.cloud.dialogflow.v2.SessionsClient
import com.google.cloud.dialogflow.v2.SessionsSettings
import com.google.cloud.dialogflow.v2.TextInput
import mu.KotlinLogging
internal object DialogflowService {
private const val DIALOGFLOW_MAX_TEXT_LENGTH = 256
private val logger = KotlinLogging.logger {}
private val credentialsProvider: CredentialsProvider get() = injector.provide()
private val sessionsSettings = SessionsSettings.newBuilder().setCredentialsProvider(credentialsProvider).build()
private val agentsSettings = AgentsSettings.newBuilder().setCredentialsProvider(credentialsProvider).build()
private val intentsSettings = IntentsSettings.newBuilder().setCredentialsProvider(credentialsProvider).build()
/**
* Returns the result of detect intent with text as input.
*
* Using the same `session_id` between requests allows continuation of the conversation.
*
* @param projectId Project/Agent Id.
* @param text The text intent to be detected based on what a user says.
* @param sessionId Identifier of the DetectIntent session.
* @param languageCode Language code of the query.
* @return The QueryResult for the input text.
*/
fun detectIntentText(
projectId: String,
text: String,
sessionId: String,
languageCode: String
): QueryResult? {
SessionsClient.create(sessionsSettings).use {
// Set the session name using the sessionId (UUID) and projectID (my-project-id)
val session = SessionName.of(projectId, sessionId)
logger.debug("Session Path: $session")
val dialogflowText = if (text.length > DIALOGFLOW_MAX_TEXT_LENGTH) {
text.substring(0, DIALOGFLOW_MAX_TEXT_LENGTH).also {
logger.warn { "Text sent to Dialogflow too long : More than ${text.length} characters. Truncated to $DIALOGFLOW_MAX_TEXT_LENGTH characters." }
}
} else {
text
}
// Set the text (hello) and language code (en-US) for the query
TextInput.newBuilder().setText(dialogflowText).setLanguageCode(languageCode)
.apply {
QueryInput.newBuilder().setText(this).build().apply {
it.detectIntent(session, this).apply {
return this.queryResult.also {
logger.debug { "Query Text: '${it.queryText}'" }
logger.debug { "Detected Intent: ${it.intent.displayName} (confidence: ${it.intentDetectionConfidence})" }
}
}
}
}
}
}
/**
* Retrieves the [Agent] of the given [projectId].
*/
fun getAgent(projectId: String): Agent? {
AgentsClient.create(agentsSettings).use {
val parent: ProjectName = ProjectName.of(projectId)
return it.getAgent(parent)
}
}
/**
* Get intents with training phrases
*/
fun getIntents(projectId: String): List {
IntentsClient.create(intentsSettings).use {
val parent = ProjectAgentName.of(projectId)
val request = ListIntentsRequest.newBuilder().setIntentView(IntentView.INTENT_VIEW_FULL).setParent(parent.toString()).build()
return it.listIntents(request).iterateAll().asSequence().toList()
}
}
}