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Orchestrate web data extraction with Firecrawl and enrich it using LlamaCloud’s AI insights. Latenode's visual editor simplifies integration, while affordable execution-based pricing makes scaling AI-powered content analysis easy.
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Create a New Scenario to Connect LlamaCloud and Firecrawl
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 LlamaCloud, triggered by another scenario, or executed manually (for testing purposes). In most cases, LlamaCloud or Firecrawl will be your first step. To do this, click "Choose an app," find LlamaCloud or Firecrawl, and select the appropriate trigger to start the scenario.
Add the LlamaCloud Node
Select the LlamaCloud node from the app selection panel on the right.
LlamaCloud
Configure the LlamaCloud
Click on the LlamaCloud node to configure it. You can modify the LlamaCloud URL and choose between DEV and PROD versions. You can also copy it for use in further automations.
Add the Firecrawl Node
Next, click the plus (+) icon on the LlamaCloud node, select Firecrawl from the list of available apps, and choose the action you need from the list of nodes within Firecrawl.
LlamaCloud
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Firecrawl
Authenticate Firecrawl
Now, click the Firecrawl node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Firecrawl settings. Authentication allows you to use Firecrawl through Latenode.
Configure the LlamaCloud and Firecrawl 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 LlamaCloud and Firecrawl 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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Firecrawl
Trigger on Webhook
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LlamaCloud
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring LlamaCloud, Firecrawl, 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 LlamaCloud and Firecrawl integration works as expected. Depending on your setup, data should flow between LlamaCloud and Firecrawl (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Firecrawl + LlamaCloud + Google Sheets: Crawl a specified URL with Firecrawl, then use LlamaCloud to parse and extract data from the crawled content. Finally, add the extracted data as a new row in a Google Sheet for analysis.
Firecrawl + LlamaCloud + Slack: Monitor a website with Firecrawl, retrieve crawl results, summarize key updates using LlamaCloud's document parsing capabilities, and send a notification with the summary to a Slack channel.
About LlamaCloud
Use LlamaCloud inside Latenode to streamline AI model deployment. Build workflows that automate prompt engineering, A/B testing, and model evaluation. Connect data sources, trigger LlamaCloud jobs, and manage results via webhooks or REST. Scale AI tasks and track performance visually without complex code.
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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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How can I connect my LlamaCloud account to Firecrawl using Latenode?
To connect your LlamaCloud account to Firecrawl on Latenode, follow these steps:
Can I automate content extraction and summarization?
Yes, you can. Latenode allows complex workflows combining Firecrawl's scraping with LlamaCloud's AI. This enables automated content analysis and reduces manual effort.
What types of tasks can I perform by integrating LlamaCloud with Firecrawl?
Integrating LlamaCloud with Firecrawl allows you to perform various tasks, including:
How does Latenode handle data transformations for LlamaCloud?
Latenode provides powerful data transformation blocks and JavaScript support, ensuring seamless compatibility and custom data manipulation.
Are there any limitations to the LlamaCloud and Firecrawl integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: