How to connect AI Agent and Google Dialogflow ES
Create a New Scenario to Connect AI Agent 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 AI Agent, triggered by another scenario, or executed manually (for testing purposes). In most cases, AI Agent or Google Dialogflow ES will be your first step. To do this, click "Choose an app," find AI Agent or Google Dialogflow ES, and select the appropriate trigger to start the scenario.

Add the AI Agent Node
Select the AI Agent node from the app selection panel on the right.

AI Agent
Configure the AI Agent
Click on the AI Agent node to configure it. You can modify the AI Agent 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 AI Agent 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.

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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 AI Agent 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 AI Agent and Google Dialogflow ES Integration
Use various Latenode nodes to transform data and enhance your integration:
- Branching: Create multiple branches within the scenario to handle complex logic.
- Merging: Combine different node branches into one, passing data through it.
- Plug n Play Nodes: Use nodes that don’t require account credentials.
- Ask AI: Use the GPT-powered option to add AI capabilities to any node.
- Wait: Set waiting times, either for intervals or until specific dates.
- Sub-scenarios (Nodules): Create sub-scenarios that are encapsulated in a single node.
- Iteration: Process arrays of data when needed.
- Code: Write custom code or ask our AI assistant to do it for you.

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AI Anthropic Claude 3
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Google Dialogflow ES
Trigger on Webhook
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Webhook response
Save and Activate the Scenario
After configuring AI Agent, 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 AI Agent and Google Dialogflow ES integration works as expected. Depending on your setup, data should flow between AI Agent and Google Dialogflow ES (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect AI Agent and Google Dialogflow ES
Google Dialogflow ES + AI Agent + Slack: When a new message is posted to a Slack channel, Dialogflow detects the intent. The AI Agent then analyzes the message and generates a summary. Finally, the summary is posted to a dedicated Slack channel for review.
Google Dialogflow ES + AI Agent + Zendesk: When a new ticket is created in Zendesk, Dialogflow detects the intent of the ticket's subject. The AI Agent then analyzes the full ticket description to provide more nuanced context. Zendesk then automatically adds tags to the ticket based on the combined intent and context analysis.
AI Agent and Google Dialogflow ES integration alternatives
About AI Agent
Use AI Agent in Latenode to automate content creation, data analysis, or customer support. Configure agents with prompts, then integrate them into workflows. Unlike standalone solutions, Latenode lets you connect AI to any app, scale automatically, and customize with code where needed.
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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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See how Latenode works
FAQ AI Agent and Google Dialogflow ES
How can I connect my AI Agent account to Google Dialogflow ES using Latenode?
To connect your AI Agent account to Google Dialogflow ES on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select AI Agent and click on "Connect".
- Authenticate your AI Agent and Google Dialogflow ES accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate customer support using AI Agent and Google Dialogflow ES integration?
Yes, you can! Latenode enables advanced logic, allowing you to create smart, automated support flows that combine the power of AI and conversational interfaces to resolve issues quickly.
What types of tasks can I perform by integrating AI Agent with Google Dialogflow ES?
Integrating AI Agent with Google Dialogflow ES allows you to perform various tasks, including:
- Automating responses to frequently asked questions.
- Creating personalized customer service experiences.
- Analyzing customer sentiment and routing conversations.
- Generating leads through intelligent chatbot interactions.
- Training AI Agent using Dialogflow ES conversation data.
How can I use JavaScript with my AI Agent + Google Dialogflow ES flows?
Latenode allows you to enhance your AI Agent and Google Dialogflow ES flows with custom JavaScript code for complex data transformations and custom logic.
Are there any limitations to the AI Agent and Google Dialogflow ES integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Complex AI Agent logic might require advanced Latenode workflow design.
- Real-time data synchronization depends on API availability and rate limits.
- Custom JavaScript code requires coding knowledge for advanced configurations.