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Combine Tavily's search API with Pinecone's vector database to build smarter knowledge retrieval systems. Latenode's visual editor and affordable pricing makes scaling AI-powered search workflows simple, and lets you add custom logic using Javascript.
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Pinecone
Tavily
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Create a New Scenario to Connect Pinecone and Tavily
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 Tavily will be your first step. To do this, click "Choose an app," find Pinecone or Tavily, 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 Tavily Node
Next, click the plus (+) icon on the Pinecone node, select Tavily from the list of available apps, and choose the action you need from the list of nodes within Tavily.
Pinecone
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Tavily
Authenticate Tavily
Now, click the Tavily node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Tavily settings. Authentication allows you to use Tavily through Latenode.
Configure the Pinecone and Tavily 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 Tavily 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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Tavily
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, Tavily, 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 Tavily integration works as expected. Depending on your setup, data should flow between Pinecone and Tavily (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Tavily + Pinecone + Notion: Uses Tavily to search the web based on a query, saves the results to Pinecone for vector storage, and then creates a new page in Notion with a summary of the search results and a link to the Tavily search.
Tavily + Pinecone + Discord bot: When a new message is sent in a Discord channel, Tavily searches the web for relevant information. This information is then stored in Pinecone. Finally, a summary of the search results is sent back to the same Discord channel via the Discord bot.
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 Tavily
Use Tavily in Latenode to automate research workflows. Retrieve and analyze data from various sources for competitive intelligence or market research. Integrate Tavily’s search API into Latenode for automated content aggregation and report generation. Connect to AI models or databases, scaling your data processing without complex coding.
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How can I connect my Pinecone account to Tavily using Latenode?
To connect your Pinecone account to Tavily on Latenode, follow these steps:
Can I enrich search results with vector data?
Yes, you can! Latenode's visual editor makes this easy. Blend Tavily search with Pinecone's vector search to return highly relevant, context-aware results,boosting accuracy and efficiency.
What types of tasks can I perform by integrating Pinecone with Tavily?
Integrating Pinecone with Tavily allows you to perform various tasks, including:
How can I scale Pinecone queries based on Tavily search volume?
Latenode lets you dynamically adjust Pinecone resources using triggers from Tavily, ensuring optimal performance during peak loads.
Are there any limitations to the Pinecone and Tavily integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: