How to connect Pinecone and Bubble
Create a New Scenario to Connect Pinecone and Bubble
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 Bubble will be your first step. To do this, click "Choose an app," find Pinecone or Bubble, 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 Bubble Node
Next, click the plus (+) icon on the Pinecone node, select Bubble from the list of available apps, and choose the action you need from the list of nodes within Bubble.

Pinecone
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Bubble

Authenticate Bubble
Now, click the Bubble node and select the connection option. This can be an OAuth2 connection or an API key, which you can obtain in your Bubble settings. Authentication allows you to use Bubble through Latenode.
Configure the Pinecone and Bubble 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 Bubble 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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Bubble
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, Bubble, 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 Bubble integration works as expected. Depending on your setup, data should flow between Pinecone and Bubble (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Most powerful ways to connect Pinecone and Bubble
Bubble + Pinecone + OpenAI ChatGPT: When a user interacts with a Bubble AI chatbot, the user's query is sent to Pinecone to search for relevant information in the knowledge base. The retrieved information is then used by OpenAI ChatGPT to generate a response, which is displayed in the Bubble chatbot.
Bubble + Pinecone + Airtable: When user data is created or modified in Bubble, the data is upserted into Pinecone to create vector embeddings for semantic search. Simultaneously, this user data is synced with Airtable, creating or updating records, for further analysis and reporting.
Pinecone and Bubble integration alternatives
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 Bubble
Use Bubble's visual builder inside Latenode for flexible no-code apps within your automation workflows. Trigger flows based on Bubble events or update Bubble data from other services. Automate complex logic using JavaScript or AI, and scale your apps affordably thanks to Latenode's execution-time pricing and API-first design.
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See how Latenode works
FAQ Pinecone and Bubble
How can I connect my Pinecone account to Bubble using Latenode?
To connect your Pinecone account to Bubble on Latenode, follow these steps:
- Sign in to your Latenode account.
- Navigate to the integrations section.
- Select Pinecone and click on "Connect".
- Authenticate your Pinecone and Bubble accounts by providing the necessary permissions.
- Once connected, you can create workflows using both apps.
Can I automate updating Pinecone indexes from Bubble data?
Yes, you can. Latenode's visual editor makes it easy to sync Bubble data to Pinecone for AI-powered search, ensuring your vector database is always up-to-date.
What types of tasks can I perform by integrating Pinecone with Bubble?
Integrating Pinecone with Bubble allows you to perform various tasks, including:
- Create a vector index in Pinecone when a new user signs up in Bubble.
- Update Pinecone vector embeddings based on user activity tracked in Bubble.
- Use AI to analyze Bubble data and store relevant vectors in Pinecone.
- Trigger actions in Bubble based on similarity searches in Pinecone.
- Build personalized recommendations in Bubble using Pinecone data.
How does Latenode handle large-scale data transfers to Pinecone?
Latenode’s architecture is built for scaling. You can process and transfer large Bubble datasets to Pinecone reliably, utilizing our built-in batch processing.
Are there any limitations to the Pinecone and Bubble integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of:
- Complex data transformations may require custom JavaScript code.
- Rate limits of Pinecone and Bubble APIs still apply.
- Initial setup requires familiarity with both Pinecone and Bubble data structures.