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

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

Firecrawl
Configure the Firecrawl
Click on the Firecrawl node to configure it. You can modify the Firecrawl 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 Firecrawl 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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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 Firecrawl 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 Firecrawl 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.

JavaScript
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AI Anthropic Claude 3
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Pinecone
Trigger on Webhook
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Firecrawl
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Firecrawl, 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 Firecrawl and Pinecone integration works as expected. Depending on your setup, data should flow between Firecrawl 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 Firecrawl and Pinecone
Firecrawl + Pinecone + Slack: When Firecrawl detects website content changes using the 'Scrape Website' action, the 'Upsert Text' action updates the Pinecone index with the new content. Then, a Slack notification is sent to a specified channel using the 'Send Public Channel Message' action.
Pinecone + Firecrawl + Google Sheets: When a Pinecone index is updated via 'Upsert Text', trigger a new crawl in Firecrawl using 'Crawl URL'. Log the URL and the status of the crawl in a Google Sheet using 'Add Single Row'.
Firecrawl and Pinecone integration alternatives
About Firecrawl
Use Firecrawl in Latenode to extract structured data from websites at scale. Monitor product prices, track competitors, or collect research data automatically. Unlike standalone scrapers, Latenode lets you integrate scraped data into complex workflows with custom logic and direct API connections, all without code.
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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 Firecrawl and Pinecone
How can I connect my Firecrawl account to Pinecone using Latenode?
To connect your Firecrawl account to Pinecone on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Firecrawl and click on "Connect".
- Authenticate your Firecrawl and Pinecone accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate content indexing with Firecrawl and Pinecone?
Yes, you can! Latenode lets you build custom workflows to automatically index crawled content into Pinecone for semantic search. This unlocks powerful data insights with no code.
What types of tasks can I perform by integrating Firecrawl with Pinecone?
Integrating Firecrawl with Pinecone allows you to perform various tasks, including:
- Automatically update Pinecone indexes with new Firecrawl data.
- Trigger AI analysis on crawled content and store results in Pinecone.
- Create dynamic search indexes for e-commerce product data.
- Build knowledge bases from crawled documentation using vector embeddings.
- Monitor website changes and update Pinecone embeddings in real-time.
How easily can I filter Firecrawl data before storing in Pinecone?
Latenode's visual editor makes filtering data simple. Use no-code blocks or JavaScript to refine data before it reaches Pinecone.
Are there any limitations to the Firecrawl and Pinecone integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Rate limits of Firecrawl and Pinecone APIs may affect large-scale workflows.
- Complex data transformations might require JavaScript knowledge.
- Pinecone vector database costs can scale based on usage and dimensions.