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

Add the Google Dialogflow ES Node
Select the Google Dialogflow ES node from the app selection panel on the right.

Google Dialogflow ES
Configure the Google Dialogflow ES
Click on the Google Dialogflow ES node to configure it. You can modify the Google Dialogflow ES URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Google AI Node
Next, click the plus (+) icon on the Google Dialogflow ES node, select Google AI from the list of available apps, and choose the action you need from the list of nodes within Google AI.

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Authenticate Google AI
Now, click the Google AI node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Google AI settings. Authentication allows you to use Google AI through Latenode.
Configure the Google Dialogflow ES and Google AI 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 Dialogflow ES and Google AI 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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Trigger on Webhook
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Save and Activate the Scenario
After configuring Google Dialogflow ES, Google AI, 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 Dialogflow ES and Google AI integration works as expected. Depending on your setup, data should flow between Google Dialogflow ES and Google AI (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect Google Dialogflow ES and Google AI
Google Dialogflow ES + Google AI + Google Sheets: When a user interacts with a Dialogflow ES chatbot, the detected intent is sent to Google AI's Gemini to analyze the sentiment of the user's message. The sentiment analysis result, along with the original user input and intent, are then logged in a Google Sheets spreadsheet for tracking customer feedback.
Google Dialogflow ES + Google AI + Slack: When a user interacts with a Dialogflow ES chatbot, the user input is sent to Google AI's Gemini to generate a response. If the confidence score of the generated response is below a threshold, a notification is sent to a designated Slack channel to alert a human agent for review and intervention.
Google Dialogflow ES and Google AI integration alternatives
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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About Google AI
Use Google AI in Latenode to add smarts to your workflows. Process text, translate languages, or analyze images automatically. Unlike direct API calls, Latenode lets you combine AI with other apps, add logic, and scale without code. Automate content moderation, sentiment analysis, and more.
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See how Latenode works
FAQ Google Dialogflow ES and Google AI
How can I connect my Google Dialogflow ES account to Google AI using Latenode?
To connect your Google Dialogflow ES account to Google AI on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Google Dialogflow ES and click on "Connect".
- Authenticate your Google Dialogflow ES and Google AI accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I analyze user sentiment from Dialogflow in Google AI?
Yes, using Latenode, easily send Dialogflow ES conversation data to Google AI for sentiment analysis. Improve bot responses and personalize interactions by understanding user emotions in real-time.
What types of tasks can I perform by integrating Google Dialogflow ES with Google AI?
Integrating Google Dialogflow ES with Google AI allows you to perform various tasks, including:
- Generate personalized responses based on user history.
- Analyze user sentiment to improve conversation flow.
- Create more natural and engaging chatbot experiences.
- Route complex queries to human agents automatically.
- Automate lead qualification based on intent analysis.
Can I customize the AI prompts used with Google Dialogflow ES?
Yes, Latenode enables custom AI prompts, combining Dialogflow's intent recognition with Google AI's generative capabilities for tailored responses.
Are there any limitations to the Google Dialogflow ES and Google AI integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Rate limits apply based on your Google Cloud subscription tiers.
- Complex prompt engineering might require advanced AI knowledge.
- Latency can vary depending on the size and complexity of requests.