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Use Google Vertex AI and Open Weather to predict weather-related retail demand surges. Latenode's visual editor makes it easier to connect data and AI, add custom logic with JavaScript, and scale the automation affordably.
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Create a New Scenario to Connect Google Vertex AI and Open Weather
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 Open Weather will be your first step. To do this, click "Choose an app," find Google Vertex AI or Open Weather, 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 Open Weather Node
Next, click the plus (+) icon on the Google Vertex AI node, select Open Weather from the list of available apps, and choose the action you need from the list of nodes within Open Weather.
Google Vertex AI
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Open Weather
Authenticate Open Weather
Now, click the Open Weather node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Open Weather settings. Authentication allows you to use Open Weather through Latenode.
Configure the Google Vertex AI and Open Weather 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 Open Weather 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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Open Weather
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, Open Weather, 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 Open Weather integration works as expected. Depending on your setup, data should flow between Google Vertex AI and Open Weather (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: Get the weather forecast from Open Weather. Use Vertex AI to predict energy consumption based on the forecast. Log the forecast and consumption prediction in a Google Sheet.
Open Weather + Google Vertex AI + Slack: Retrieves weather forecasts from Open Weather, uses Vertex AI to determine if the weather conditions warrant an alert, and sends a message to a Slack channel if severe weather is predicted.
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 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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How can I connect my Google Vertex AI account to Open Weather using Latenode?
To connect your Google Vertex AI account to Open Weather on Latenode, follow these steps:
Can I predict weather-based energy consumption with AI?
Yes, you can! Latenode lets you feed Open Weather data into Google Vertex AI for forecasting. Automate data flows and refine models with our no-code editor for actionable insights.
What types of tasks can I perform by integrating Google Vertex AI with Open Weather?
Integrating Google Vertex AI with Open Weather allows you to perform various tasks, including:
HowaccuratearetheGoogleVertexAIpredictions inLatenode?
Accuracy depends on your model and training data. Latenode facilitates real-time data integration, improving model precision through continuous learning loops.
Are there any limitations to the Google Vertex AI and Open Weather integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: