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Automate document processing by extracting text from images with OCR Space and then indexing it in Pinecone for rapid semantic search. Latenode's visual editor and affordable execution pricing simplify building scalable knowledge retrieval systems, even with custom JavaScript.
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Create a New Scenario to Connect OCR Space and Pinecone
In the workspace, click the โCreate New Scenarioโ button.
Add the First Step
Add the first node โ a trigger that will initiate the scenario when it receives the required event. Triggers can be scheduled, called by a OCR Space, triggered by another scenario, or executed manually (for testing purposes). In most cases, OCR Space or Pinecone will be your first step. To do this, click "Choose an app," find OCR Space or Pinecone, and select the appropriate trigger to start the scenario.
Add the OCR Space Node
Select the OCR Space node from the app selection panel on the right.
OCR Space
Configure the OCR Space
Click on the OCR Space node to configure it. You can modify the OCR Space URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Pinecone Node
Next, click the plus (+) icon on the OCR Space node, select Pinecone from the list of available apps, and choose the action you need from the list of nodes within Pinecone.
OCR Space
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Pinecone
Authenticate Pinecone
Now, click the Pinecone node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Pinecone settings. Authentication allows you to use Pinecone through Latenode.
Configure the OCR Space and Pinecone 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 OCR Space and Pinecone Integration
Use various Latenode nodes to transform data and enhance your integration:
JavaScript
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AI Anthropic Claude 3
โ
Pinecone
Trigger on Webhook
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OCR Space
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring OCR Space, Pinecone, and any additional nodes, donโt 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 โRun onceโ and triggering an event to check if the OCR Space and Pinecone integration works as expected. Depending on your setup, data should flow between OCR Space and Pinecone (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Google Drive + OCR Space + Pinecone: When a new file is added to Google Drive, extract the text using OCR Space. Then, store the extracted text as vector embeddings in Pinecone for semantic search capabilities.
Pinecone + OCR Space + Slack: When new text is added to Pinecone, search OCR'd documents based on that text. Alert the Slack channel with the relevant documents and a summary.
About OCR Space
Need to extract text from images or PDFs? Use OCR Space in Latenode to automatically process documents and integrate the data into your workflows. Automate invoice processing, data entry, or compliance checks. Latenode adds flexible logic, file parsing, and destinations to your OCR results, scaling beyond single-document processing.
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About Pinecone
Use Pinecone in Latenode to build scalable vector search workflows. Store embeddings from AI models, then use them to find relevant data. Automate document retrieval or personalized recommendations. Connect Pinecone with other apps via Latenode, bypassing complex coding and scaling easily with our pay-as-you-go pricing.
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How can I connect my OCR Space account to Pinecone using Latenode?
To connect your OCR Space account to Pinecone on Latenode, follow these steps:
Can I automate invoice data extraction to Pinecone?
Yes, you can! Latenode enables automated workflows, parsing invoice data from OCR Space and storing it in Pinecone for quick retrieval and analysis. Scale document processing easily.
What types of tasks can I perform by integrating OCR Space with Pinecone?
Integrating OCR Space with Pinecone allows you to perform various tasks, including:
How secure is OCR Space data processing on Latenode?
Latenode uses secure connections and data encryption for all integrations, ensuring that your OCR Space data is processed safely.
Are there any limitations to the OCR Space and Pinecone integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: