Go to example tasks

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.

Try for free
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 Apify or log in

The n8n Workflow Generator - Prompt to Importable JSON Actor is ready to run with the inputs already set for "Chat with your documentation: n8n RAG agent on Pinecone". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Chat with your documentation: n8n RAG agent on Pinecone" task

The n8n Workflow Generator - Prompt to Importable JSON Actor will start running based on the input automatically. You can also change all the input fields, like what should the workflow do?, to match your specific use case.

Receive the "Chat with your documentation: n8n RAG agent on Pinecone" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as workflow, valid, nodes, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Chat with your documentation: n8n RAG agent on Pinecone" task via API.

Image

Integrate "Chat with your documentation: n8n RAG agent on Pinecone" into your workflow

Connect "Chat with your documentation: n8n RAG agent on Pinecone" with 100+ integrations, or run it via API or MCP.

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