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Build an n8n AI chatbot with memory and email escalation

Generates an n8n AI Agent workflow: a Chat Trigger, an agent with window-buffer memory on an OpenAI chat model, and a Gmail tool the agent can call to escalate to your support team. The sub-nodes are wired the way n8n expects - one chat model, one memory, the tool as a tool - so the JSON imports without a red marker. Attach OpenAI and Gmail credentials after import.

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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 customer support chatbot: when a chat message arrives, an AI agent with conversation memory answers using an OpenAI chat model, and it can send an email through Gmail to the support team when the customer asks to escalate.

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