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Automatically extract structured data from documents using Docparser, then enrich it with Google Vertex AI. Customize the entire process with JavaScript on Latenode and scale the automation affordably. Use Docparser to parse complex documents and feed the data into Google Vertex AI for analysis or content generation. Latenode's visual editor makes the setup simple, and execution-based pricing keeps it scalable.
Connect Google Vertex AI and Docparser in minutes with Latenode.
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Create a New Scenario to Connect Google Vertex AI and Docparser
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 Docparser will be your first step. To do this, click "Choose an app," find Google Vertex AI or Docparser, 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 Docparser Node
Next, click the plus (+) icon on the Google Vertex AI node, select Docparser from the list of available apps, and choose the action you need from the list of nodes within Docparser.
Google Vertex AI
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Docparser
Authenticate Docparser
Now, click the Docparser node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Docparser settings. Authentication allows you to use Docparser through Latenode.
Configure the Google Vertex AI and Docparser 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 Docparser 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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Docparser
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, Docparser, 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 Docparser integration works as expected. Depending on your setup, data should flow between Google Vertex AI and Docparser (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Docparser + Google Vertex AI + Google Sheets: When a new document is parsed by Docparser, the extracted data is sent to Google Vertex AI to analyze and categorize the expenses. The categorized expenses are then logged into a Google Sheet.
Docparser + Google Vertex AI + Slack: When a new document is parsed by Docparser, the extracted text is analyzed by Google Vertex AI to identify customer support requests. If the AI identifies an urgent request, a message is sent to a designated Slack channel.
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 Docparser
Extract data from PDFs, invoices, and forms automatically with Docparser in Latenode. Stop manual data entry. Build workflows that trigger actions based on parsed content. Use Latenode’s no-code tools to filter, transform, and route data to your database or apps, creating scalable document processing pipelines.
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How can I connect my Google Vertex AI account to Docparser using Latenode?
To connect your Google Vertex AI account to Docparser on Latenode, follow these steps:
Can I automatically classify parsed documents using AI?
Yes, you can! Latenode simplifies this by allowing you to send parsed data from Docparser to Google Vertex AI for classification, streamlining your document processing workflows.
What types of tasks can I perform by integrating Google Vertex AI with Docparser?
Integrating Google Vertex AI with Docparser allows you to perform various tasks, including:
Can I use custom models with Google Vertex AI in Latenode?
Yes, Latenode supports custom models. Connect your trained Google Vertex AI models for specialized document understanding within your workflows.
Are there any limitations to the Google Vertex AI and Docparser integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: