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Automate document indexing: ConvertAPI transforms PDFs into text, feeding data to Pinecone for semantic search. Latenode's visual editor and affordable execution pricing streamline the entire process.
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Create a New Scenario to Connect Pinecone and ConvertAPI
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 Pinecone, triggered by another scenario, or executed manually (for testing purposes). In most cases, Pinecone or ConvertAPI will be your first step. To do this, click "Choose an app," find Pinecone or ConvertAPI, and select the appropriate trigger to start the scenario.
Add the Pinecone Node
Select the Pinecone node from the app selection panel on the right.
Pinecone
Configure the Pinecone
Click on the Pinecone node to configure it. You can modify the Pinecone URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the ConvertAPI Node
Next, click the plus (+) icon on the Pinecone node, select ConvertAPI from the list of available apps, and choose the action you need from the list of nodes within ConvertAPI.
Pinecone
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ConvertAPI
Authenticate ConvertAPI
Now, click the ConvertAPI node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your ConvertAPI settings. Authentication allows you to use ConvertAPI through Latenode.
Configure the Pinecone and ConvertAPI 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 Pinecone and ConvertAPI 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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ConvertAPI
Trigger on Webhook
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Pinecone
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Pinecone, ConvertAPI, 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 Pinecone and ConvertAPI integration works as expected. Depending on your setup, data should flow between Pinecone and ConvertAPI (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
ConvertAPI + Pinecone + Google Drive: Convert files using ConvertAPI, then store the converted document's text content as vectors in Pinecone. Finally, upload the original converted file to Google Drive as a backup.
ConvertAPI + Pinecone + Airtable: When a file is converted using ConvertAPI, its text is extracted and stored as vectors in Pinecone for analysis. The file metadata and vector ID are then logged as a new record in Airtable.
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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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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How can I connect my Pinecone account to ConvertAPI using Latenode?
To connect your Pinecone account to ConvertAPI on Latenode, follow these steps:
Can I automate document indexing with vector search?
Yes, you can! Latenode lets you automatically convert documents, index them in Pinecone using embeddings, and search vectors—streamlining knowledge management via no-code and AI.
What types of tasks can I perform by integrating Pinecone with ConvertAPI?
Integrating Pinecone with ConvertAPI allows you to perform various tasks, including:
Can I use Pinecone vector similarity scores within my Latenode workflows?
Yes, you can access Pinecone scores directly in Latenode. Use them to trigger actions or filter data using our visual editor or JavaScript blocks.
Are there any limitations to the Pinecone and ConvertAPI integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: