RAG agent with Supabase and Cohere

Search betterin your documents.

A foundation for retrieving and ranking information before generating a reply. Review the output before using it as a customer service agent.

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Requires a plan with Flows, configured connections and a test execution.

A person checks their phone in a gym while the team helps customers at reception.

A task in your business

Which services does the maintenance plan include?

PulpoChatInternal agent result

Which services does the maintenance plan include?

WhatsAppReceive the inquiry
Supabase · CohereRetrieve and rank data
OpenAIGenerate an internal result

Internal agent result

Generated reply: includes inspection and adjustment.

Start from a prepared flow

Adapt connections and data

Test before activating

From the start to the result.

You loaded a sample document that includes inspection and adjustment.

An inquiry enters the agent

RAG agent with Supabase and Cohere

Which services does the maintenance plan include?

You loaded a sample document that includes inspection and adjustment.

PulpoChatInternal agent result

Which services does the maintenance plan include?

WhatsAppReceive the inquiry
The trigger starts the flow.
Supabase · CohereRetrieve and rank data
The vector stores and reranker provide context.
OpenAIGenerate an internal result
The agent prepares a reply; the JSON has no send node.

Internal agent result

Generated reply: includes inspection and adjustment.

This example ends inside the flow. The message is not shown as sent to the customer.

Explore the template steps

The diagram shows the catalog's nodes and connections. Review their fields and credentials inside the Flows editor.

The flow is prepared. You provide the configuration.

Choose “Use template”
Open Flows in your account and choose this template from the catalog. «AI Agent Rerank Cohere»
Prepare its connections
Complete credentials, data and instructions for your business task.
Test the result
Run a representative case and check each step before activating the flow.

Before you start

A Pulpo account and plan with Flows available.
OpenAI, Supabase, Postgres and Cohere credentials; data prepared.
An output step added and validated if you want to reply on WhatsApp.

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Before using this template.

What should I check in this flow?

The current template has no WhatsApp send node. Complete and test that step before offering automatic replies.

What happens after I register?

Open Flows and choose “Use template” in the catalog. Registration opens your account; you will still need to configure and test the flow.

Can I change the steps or stop the flow?

You can edit the nodes and deactivate the flow in the editor. Repeat the tests when you change instructions, connections or data.

Can external connections have separate costs?

Yes. AI models and connected services may require their own account, permissions and usage fees. Review each template connection.

Choose the task you need.

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