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Orchestrate Google Dialogflow ES chatbots with Google Vertex AI models using Latenode’s visual editor, adding custom logic using JavaScript. Scale AI-powered conversations affordably while keeping full control of your keys.
Connect Google Vertex AI and Google Dialogflow ES in minutes with Latenode.
Create Google Vertex AI to Google Dialogflow ES workflow
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Create a New Scenario to Connect Google Vertex AI and Google Dialogflow ES
In the workspace, click the “Create New Scenario” button.
Add the First Step
Add the first node – a trigger that will initiate the scenario when it receives the required event. Triggers can be scheduled, called by a Google Vertex AI, triggered by another scenario, or executed manually (for testing purposes). In most cases, Google Vertex AI or Google Dialogflow ES will be your first step. To do this, click "Choose an app," find Google Vertex AI or Google Dialogflow ES, and select the appropriate trigger to start the scenario.
Add the Google Vertex AI Node
Select the Google Vertex AI node from the app selection panel on the right.
Google Vertex AI
Configure the Google Vertex AI
Click on the Google Vertex AI node to configure it. You can modify the Google Vertex AI URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Google Dialogflow ES Node
Next, click the plus (+) icon on the Google Vertex AI node, select Google Dialogflow ES from the list of available apps, and choose the action you need from the list of nodes within Google Dialogflow ES.
Google Vertex AI
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Google Dialogflow ES
Authenticate Google Dialogflow ES
Now, click the Google Dialogflow ES node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Google Dialogflow ES settings. Authentication allows you to use Google Dialogflow ES through Latenode.
Configure the Google Vertex AI and Google Dialogflow ES Nodes
Next, configure the nodes by filling in the required parameters according to your logic. Fields marked with a red asterisk (*) are mandatory.
Set Up the Google Vertex AI and Google Dialogflow ES Integration
Use various Latenode nodes to transform data and enhance your integration:
JavaScript
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AI Anthropic Claude 3
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Google Dialogflow ES
Trigger on Webhook
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Google Vertex AI
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Google Vertex AI, Google Dialogflow ES, and any additional nodes, don’t forget to save the scenario and click "Deploy." Activating the scenario ensures it will run automatically whenever the trigger node receives input or a condition is met. By default, all newly created scenarios are deactivated.
Test the Scenario
Run the scenario by clicking “Run once” and triggering an event to check if the Google Vertex AI and Google Dialogflow ES integration works as expected. Depending on your setup, data should flow between Google Vertex AI and Google Dialogflow ES (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Google Dialogflow ES + Google Vertex AI + Google Sheets: Detect intents from user conversations in Dialogflow, analyze sentiment using Vertex AI's Gemini model, and log the conversation and analysis results into a Google Sheet for review and tracking.
Google Dialogflow ES + Google Vertex AI + Salesforce: When a user interacts with the Dialogflow chatbot, detect the intent and use Vertex AI's Gemini model to analyze the conversation. Then create or update a lead in Salesforce with relevant information extracted from the chatbot interaction and AI insights.
About Google Vertex AI
Use Vertex AI in Latenode to build AI-powered automation. Quickly integrate machine learning models for tasks like sentiment analysis or image recognition. Automate data enrichment or content moderation workflows without complex coding. Latenode’s visual editor makes it easier to chain AI tasks and scale them reliably, paying only for the execution time of each flow.
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About Google Dialogflow ES
Use Google Dialogflow ES in Latenode to build smart chatbots and automate customer service tasks. Connect Dialogflow to your databases, CRMs, or other apps for personalized responses. Create visual workflows that handle complex conversations without code, adding custom logic with JavaScript where needed. Scale your AI-powered interactions using Latenode's flexible automation platform.
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How can I connect my Google Vertex AI account to Google Dialogflow ES using Latenode?
To connect your Google Vertex AI account to Google Dialogflow ES on Latenode, follow these steps:
Can I analyze customer sentiment from Dialogflow conversations?
Yes, using Latenode! Send Dialogflow ES conversation data to Google Vertex AI for sentiment analysis, then use the results to automate personalized responses, improving customer satisfaction.
What types of tasks can I perform by integrating Google Vertex AI with Google Dialogflow ES?
Integrating Google Vertex AI with Google Dialogflow ES allows you to perform various tasks, including:
CanIuseVertexAI'slanguagecapabilitiesdirectlywithinLatenode workflows?
Yes! Latenode allows you to leverage Vertex AI's language models directly within workflows, without coding. Automate text generation, translation, and more.
Are there any limitations to the Google Vertex AI and Google Dialogflow ES integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: