How to connect OCR Space and Pinecone
Create a New Scenario to Connect OCR Space and Pinecone
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 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.

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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:
- 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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Pinecone
Trigger on Webhook
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OCR Space
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Webhook response
Save and Activate the Scenario
After configuring OCR Space, Pinecone, 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 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.
Most powerful ways to connect OCR Space and Pinecone
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.
OCR Space and Pinecone integration alternatives
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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FAQ OCR Space and Pinecone
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:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select OCR Space and click on "Connect".
- Authenticate your OCR Space and Pinecone accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
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:
- Automatically index scanned documents into a searchable vector database.
- Create a knowledge base from image-based documents using vector embeddings.
- Enhance search functionality in applications using extracted text.
- Build a system for analyzing visual data combined with textual insights.
- Process receipts and store expense data for accounting automation.
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:
- OCR Space API usage limits may affect the number of documents processed.
- Pinecone's vector database capacity may require upgrading for large datasets.
- Complex document layouts can impact OCR accuracy and require pre-processing.