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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

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The n8n Workflow Generator - Prompt to Importable JSON Actor is ready to run with the inputs already set for "Build an n8n AI chatbot with memory and email escalation". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Build an n8n AI chatbot with memory and email escalation" 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 "Build an n8n AI chatbot with memory and email escalation" 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 "Build an n8n AI chatbot with memory and email escalation" task via API.

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Integrate "Build an n8n AI chatbot with memory and email escalation" into your workflow

Connect "Build an n8n AI chatbot with memory and email escalation" 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