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Chat with your documentation: n8n RAG agent on Pinecone

Generates an n8n RAG workflow: a Chat Trigger feeding an AI Agent with an OpenAI chat model and memory, plus a Pinecone vector store with OpenAI embeddings attached as a retrieval tool. The store's mode, the embeddings sub-node and the tool connection come out the way n8n stores them. Attach OpenAI and Pinecone credentials after import and point the store at your index.

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n8n Workflow Generator - Prompt to Importable JSON
n8n Workflow Generator - Prompt to Importable JSONmediocre_interest/n8n-workflow-builder
Workflow
Valid
Nodes
Node types
+5 fields
Text
Number
Boolean
List
Object

Input

What should the workflow do?(required):A chat assistant that answers questions about our documentation: an AI agent with an OpenAI chat model that uses a Pinecone vector store (with OpenAI embeddings) as a tool to retrieve relevant chunks.

Output fields

Workflow
Valid
Nodes
Node types
Credentials to attach
Check before use
Errors
Download JSON
Prompt

How it works

Sign up on Apify01

Create your Apify account to access the n8n Workflow Generator - Prompt to Importable JSON.

Start the run02

The Actor will start running based on the input automatically.

Receive the output03

Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.

Integrate into your workflow04

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.

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Integrate Actor directly into your workflow

Choose from one of 100+ integration options we provide or integrate via API

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

Keboola

Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

Gmail

Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay