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Use Scrapeless to gather targeted data and then feed it into Pinecone for semantic search applications. Latenode’s visual editor and affordable execution pricing make building and scaling these data-driven workflows easier than ever.
Connect Pinecone and Scrapeless in minutes with Latenode.
Create Pinecone to Scrapeless workflow
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Create a New Scenario to Connect Pinecone and Scrapeless
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 Scrapeless will be your first step. To do this, click "Choose an app," find Pinecone or Scrapeless, 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 Scrapeless Node
Next, click the plus (+) icon on the Pinecone node, select Scrapeless from the list of available apps, and choose the action you need from the list of nodes within Scrapeless.
Pinecone
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Scrapeless
Authenticate Scrapeless
Now, click the Scrapeless node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Scrapeless settings. Authentication allows you to use Scrapeless through Latenode.
Configure the Pinecone and Scrapeless 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 Scrapeless 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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Scrapeless
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, Scrapeless, 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 Scrapeless integration works as expected. Depending on your setup, data should flow between Pinecone and Scrapeless (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Scrapeless + Pinecone + Google Sheets: This automation scrapes data from a website using Scrapeless, then uses Pinecone to generate embeddings for the scraped data. Finally, the scraped data and its associated embeddings are stored in a Google Sheet for analysis.
Scrapeless + Pinecone + Discord bot: This automation scrapes product reviews from a website using Scrapeless, uses Pinecone to embed the reviews, then searches Pinecone for negative reviews based on text similarity. If negative reviews are found, an alert is sent to a Discord channel.
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 Scrapeless
Use Scrapeless in Latenode to extract structured data from websites without code. Scrape product details, news, or social media feeds, then pipe the data into your Latenode workflows. Automate lead generation, price monitoring, and content aggregation. Combine Scrapeless with Latenode's AI nodes for smarter data processing.
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How can I connect my Pinecone account to Scrapeless using Latenode?
To connect your Pinecone account to Scrapeless on Latenode, follow these steps:
Can I automate content summarization using scraped data?
Yes! Latenode lets you chain Scrapeless web scrapes to Pinecone for vector storage. Build AI-powered summaries and knowledge bases using no-code tools plus JavaScript.
What types of tasks can I perform by integrating Pinecone with Scrapeless?
Integrating Pinecone with Scrapeless allows you to perform various tasks, including:
Can I use JavaScript code to transform data before indexing in Pinecone?
Yes, Latenode enables the use of JavaScript code blocks for data transformation before indexing, allowing custom logic and advanced processing.
Are there any limitations to the Pinecone and Scrapeless integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: