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Orchestrate complex vector searches with Pinecone and Code to filter results using custom logic. Latenode's visual editor and JavaScript blocks simplify integration. Pay-per-execution scales affordably as your data grows.
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Pinecone
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Create a New Scenario to Connect Pinecone and Code
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 Pinecone, triggered by another scenario, or executed manually (for testing purposes). In most cases, Pinecone or Code will be your first step. To do this, click "Choose an app," find Pinecone or Code, 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 Code Node
Next, click the plus (+) icon on the Pinecone node, select Code from the list of available apps, and choose the action you need from the list of nodes within Code.
Pinecone
โ
Code
Authenticate Code
Now, click the Code node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Code settings. Authentication allows you to use Code through Latenode.
Configure the Pinecone and Code 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 Code 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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Code
Trigger on Webhook
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Pinecone
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โ
Iterator
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Webhook response
Save and Activate the Scenario
After configuring Pinecone, Code, 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 Pinecone and Code integration works as expected. Depending on your setup, data should flow between Pinecone and Code (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Pinecone + Code + Airtable: When a search query is made in Pinecone using 'Search With Text', the resulting vector embeddings are processed using custom JavaScript code to extract relevant information. This processed data is then stored as new records in Airtable for analysis and reporting.
Google Sheets + Code + Pinecone: When a new row is added to Google Sheets, the data is processed using custom JavaScript code to generate vector embeddings. These embeddings are then upserted into Pinecone. After successful upsert, a comment is added to the processed row in Google Sheets.
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 Code
Need custom logic within your Latenode workflows? Code lets you add JavaScript snippets and NPM modules directly into your automation flows. Transform data, handle complex calculations, and connect to unsupported APIs. Latenode makes it easy to manage code alongside no-code steps, ensuring scalability and maintainability.
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How can I connect my Pinecone account to Code using Latenode?
To connect your Pinecone account to Code on Latenode, follow these steps:
Can I automate vector search result processing with custom logic?
Yes, you can! Latenode lets you use JavaScript code blocks to transform Pinecone search results and dynamically update code parameters, adding a flexibility beyond basic integrations.
What types of tasks can I perform by integrating Pinecone with Code?
Integrating Pinecone with Code allows you to perform various tasks, including:
Can I use Pinecone metadata to dynamically alter my Code execution?
Yes! Latenode enables you to use Pinecone metadata to control Code behavior, adding intelligent branching and adaptation to your workflows.
Are there any limitations to the Pinecone and Code integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: