How to connect Converter and Pinecone
Create a New Scenario to Connect Converter 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 Converter, triggered by another scenario, or executed manually (for testing purposes). In most cases, Converter or Pinecone will be your first step. To do this, click "Choose an app," find Converter or Pinecone, and select the appropriate trigger to start the scenario.

Add the Converter Node
Select the Converter node from the app selection panel on the right.

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Configure the Converter
Click on the Converter node to configure it. You can modify the Converter 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 Converter 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 Converter 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 Converter 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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Trigger on Webhook
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Save and Activate the Scenario
After configuring Converter, 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 Converter and Pinecone integration works as expected. Depending on your setup, data should flow between Converter 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 Converter and Pinecone
Converter + Pinecone + Airtable: Convert a document to a vector embedding using the Converter app. Store this vector in Pinecone. Log the conversion details in Airtable for auditing and tracking.
Pinecone + Converter + Slack: When a new vector is stored in Pinecone, search for similar vectors. Retrieve the related files, convert them to a summary using the Converter and send the summaries in Slack channel.
Converter and Pinecone integration alternatives
About Converter
Need to standardize file formats? Integrate Converter in Latenode to automatically transform documents as part of any workflow. Convert PDFs to text, images to vector graphics, and more. Automate data entry, content repurposing, or reporting pipelines with no-code ease and JavaScript customization. Stop juggling formats manually.
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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 Converter and Pinecone
How can I connect my Converter account to Pinecone using Latenode?
To connect your Converter account to Pinecone on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Converter and click on "Connect".
- Authenticate your Converter and Pinecone accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I convert files and index the output using Pinecone?
Yes, you can. Latenode allows seamless data transformation and indexing with a visual interface and code blocks. Benefit: automate knowledge base updates with ease.
What types of tasks can I perform by integrating Converter with Pinecone?
Integrating Converter with Pinecone allows you to perform various tasks, including:
- Automatically convert documents and store vectors in Pinecone.
- Process image files and create embeddings for similarity search.
- Extract text from PDFs and index the content in Pinecone vectors.
- Transform audio files to text and use as Pinecone index data.
- Dynamically update Pinecone indexes with new converted file data.
How does Latenode simplify managing Converter API keys?
Latenode securely stores and manages your Converter API keys. This provides easy access in workflows, no coding needed, and enhances team collaboration.
Are there any limitations to the Converter and Pinecone integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Rate limits from the Converter API may affect processing speed.
- Large file conversions might require significant processing time.
- Complex document formats might not convert perfectly every time.