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Orchestrate real-time data ingestion from Google Cloud Pub\Sub to Pinecone for AI applications. Latenode’s visual editor simplifies complex data flows, while affordable execution-based pricing scales effortlessly as your data grows. Customize with JavaScript.
Connect Google Cloud Pub\Sub and Pinecone in minutes with Latenode.
Create Google Cloud Pub\Sub to Pinecone workflow
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Create a New Scenario to Connect Google Cloud Pub\Sub 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 Google Cloud Pub\Sub, triggered by another scenario, or executed manually (for testing purposes). In most cases, Google Cloud Pub\Sub or Pinecone will be your first step. To do this, click "Choose an app," find Google Cloud Pub\Sub or Pinecone, and select the appropriate trigger to start the scenario.
Add the Google Cloud Pub\Sub Node
Select the Google Cloud Pub\Sub node from the app selection panel on the right.
Google Cloud Pub\Sub
Configure the Google Cloud Pub\Sub
Click on the Google Cloud Pub\Sub node to configure it. You can modify the Google Cloud Pub\Sub 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 Google Cloud Pub\Sub node, select Pinecone from the list of available apps, and choose the action you need from the list of nodes within Pinecone.
Google Cloud Pub\Sub
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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 Google Cloud Pub\Sub 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 Google Cloud Pub\Sub and Pinecone 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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Pinecone
Trigger on Webhook
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Google Cloud Pub\Sub
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Iterator
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Webhook response
Save and Activate the Scenario
After configuring Google Cloud Pub\Sub, 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 Google Cloud Pub\Sub and Pinecone integration works as expected. Depending on your setup, data should flow between Google Cloud Pub\Sub and Pinecone (or vice versa). Easily troubleshoot the scenario by reviewing the execution history to identify and fix any issues.
Google Cloud Pub/Sub + Pinecone + OpenAI: Analyze news articles via Pub/Sub, vectorize article content with OpenAI (not available in given widgets), and store the vectors in Pinecone for semantic search. Since OpenAI actions are not available, this workflow focuses on storing Pub/Sub data in Pinecone.
Pinecone + Google Cloud Pub/Sub + Discord bot: Get notified in Discord via a bot of new vectors added to Pinecone based on Pub/Sub messages. The bot monitors Pinecone for vector upserts, triggered externally by Pub/Sub messages.
About Google Cloud Pub\Sub
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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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How can I connect my Google Cloud Pub\Sub account to Pinecone using Latenode?
To connect your Google Cloud Pub\Sub account to Pinecone on Latenode, follow these steps:
Can I build a real-time semantic search index?
Yes, you can! Latenode enables real-time indexing by connecting Google Cloud Pub\Sub messages directly to Pinecone, allowing immediate updates to your vector database as new data arrives.
What types of tasks can I perform by integrating Google Cloud Pub\Sub with Pinecone?
Integrating Google Cloud Pub\Sub with Pinecone allows you to perform various tasks, including:
Can Latenode handle high-volume Google Cloud Pub\Sub message processing?
Yes, Latenode is built to scale. Its robust architecture efficiently manages high-volume Google Cloud Pub\Sub messages, ensuring consistent performance.
Are there any limitations to the Google Cloud Pub\Sub and Pinecone integration on Latenode?
While the integration is powerful, there are certain limitations to be aware of: