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Use Open Weather data to train Google Vertex AI for hyperlocal weather forecasting models. Latenode's visual editor simplifies integration, while custom JavaScript nodes allow for advanced fine-tuning and affordable scaling.
Connect Open Weather and Google Vertex AI in minutes with Latenode.
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Create a New Scenario to Connect Open Weather and Google Vertex 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 Open Weather, triggered by another scenario, or executed manually (for testing purposes). In most cases, Open Weather or Google Vertex AI will be your first step. To do this, click "Choose an app," find Open Weather or Google Vertex AI, and select the appropriate trigger to start the scenario.
Add the Open Weather Node
Select the Open Weather node from the app selection panel on the right.
Open Weather
Configure the Open Weather
Click on the Open Weather node to configure it. You can modify the Open Weather URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Google Vertex AI Node
Next, click the plus (+) icon on the Open Weather node, select Google Vertex AI from the list of available apps, and choose the action you need from the list of nodes within Google Vertex AI.
Open Weather
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Google Vertex AI
Authenticate Google Vertex AI
Now, click the Google Vertex AI node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Google Vertex AI settings. Authentication allows you to use Google Vertex AI through Latenode.
Configure the Open Weather and Google Vertex 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 Open Weather and Google Vertex AI 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 Vertex AI
Trigger on Webhook
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Open Weather
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Open Weather, Google Vertex 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 Open Weather and Google Vertex AI integration works as expected. Depending on your setup, data should flow between Open Weather and Google Vertex AI (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Open Weather + Google Vertex AI + Google Sheets: Retrieve weather forecast data from Open Weather. Analyze this data using Google Vertex AI to predict energy consumption. Store the predicted energy consumption values in a Google Sheet for tracking and analysis.
Open Weather + Google Vertex AI + Slack: Get severe weather predictions from Open Weather. Use Google Vertex AI to generate an alert message based on the weather data. Send the alert message to a designated Slack channel to notify the team.
About Open Weather
Use Open Weather in Latenode to automate weather-based triggers for business logic. Get current conditions or forecasts to adjust marketing campaigns, logistics, or facility management. Unlike standalone apps, Latenode lets you blend weather data with other services, apply custom logic, and scale your automation affordably based on execution time.
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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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How can I connect my Open Weather account to Google Vertex AI using Latenode?
To connect your Open Weather account to Google Vertex AI on Latenode, follow these steps:
Can I generate weather-aware personalized marketing content?
Yes, easily! Latenode's visual editor lets you combine Open Weather data with Google Vertex AI’s content generation for hyper-relevant campaigns, boosting engagement and conversion.
What types of tasks can I perform by integrating Open Weather with Google Vertex AI?
Integrating Open Weather with Google Vertex AI allows you to perform various tasks, including:
How securely does Latenode manage Open Weather API keys?
Latenode uses advanced encryption and secure storage to protect your Open Weather API keys, ensuring data privacy and security.
Are there any limitations to the Open Weather and Google Vertex AI integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: