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Automatically convert documents with ConvertAPI then vectorize and store the content in Pinecone for semantic search. Latenode’s visual editor and affordable pricing makes processing large volumes of documents easier while keeping costs low.
Connect ConvertAPI and Pinecone in minutes with Latenode.
Create ConvertAPI to Pinecone workflow
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Create a New Scenario to Connect ConvertAPI 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 ConvertAPI, triggered by another scenario, or executed manually (for testing purposes). In most cases, ConvertAPI or Pinecone will be your first step. To do this, click "Choose an app," find ConvertAPI or Pinecone, and select the appropriate trigger to start the scenario.
Add the ConvertAPI Node
Select the ConvertAPI node from the app selection panel on the right.
ConvertAPI
Configure the ConvertAPI
Click on the ConvertAPI node to configure it. You can modify the ConvertAPI 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 ConvertAPI node, select Pinecone from the list of available apps, and choose the action you need from the list of nodes within Pinecone.
ConvertAPI
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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 ConvertAPI 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 ConvertAPI and Pinecone 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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Pinecone
Trigger on Webhook
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ConvertAPI
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring ConvertAPI, 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 ConvertAPI and Pinecone integration works as expected. Depending on your setup, data should flow between ConvertAPI and Pinecone (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
ConvertAPI + Pinecone + Airtable: When a file is converted using ConvertAPI, the converted file's text content is extracted and used to upsert vectors into Pinecone. The file metadata, along with the Pinecone vector ID, are stored in Airtable for future reference and management.
Google Drive + ConvertAPI + Pinecone: When a new or modified file is detected in Google Drive, the file is downloaded and converted to text using ConvertAPI. The converted text is then used to upsert vectors into Pinecone, allowing for semantic search of the document content.
About ConvertAPI
Automate file conversions within Latenode. ConvertAPI handles PDFs, images, documents, and more. Instead of manual uploads or custom code, build automated workflows to convert files as they arrive, then parse data or trigger follow-up actions. Scales easily, no coding needed.
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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 ConvertAPI account to Pinecone using Latenode?
To connect your ConvertAPI account to Pinecone on Latenode, follow these steps:
Can I vectorize converted PDF documents for semantic search?
Yes, you can! Latenode's visual editor simplifies this by connecting ConvertAPI’s document conversion with Pinecone's vector storage. Benefit from efficient, searchable document archives.
What types of tasks can I perform by integrating ConvertAPI with Pinecone?
Integrating ConvertAPI with Pinecone allows you to perform various tasks, including:
How does Latenode handle large file conversions with ConvertAPI?
Latenode uses efficient, scalable infrastructure to manage large file conversions via ConvertAPI. Parallel processing ensures fast, reliable results.
Are there any limitations to the ConvertAPI and Pinecone integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: