The flow
Starts it 3Model 6Logic 2Service 10
The steps in the order they run, from what starts it.
- 1💬 Telegram Customer Message TriggerTelegram triggerStarts it
- 2🧠 OpenAI Chat Model - TelegramLm Chat Open AiModel
- 3🧠 Telegram MemoryMemory Buffer WindowModel
- 4📧 Gmail Customer Inquiry TriggerGmail triggerStarts it
- 5🧠 OpenAI Chat Model - GmailLm Chat Open AiModel
- 6🧠 Gmail MemoryMemory Buffer WindowModel
- 7🚨 Error TriggerError triggerStarts it
- 8Gmail Escalation LoggerGoogle Sheets ToolService
- 9knowledge baseGoogle Sheets ToolService
- 10knowledge base1Google Sheets ToolService
- 11Telegram Escalation LoggerGoogle Sheets ToolService
- 12📋 Process Telegram MessageSetLogic
- 13🤖 Telegram AI AgentAgentModel
- 14📋 Process Gmail MessageSetLogic
- 15🤖 Gmail AI AgentAgentModel
- 16📢 Notify Admin of ErrorHttp RequestService
- 17💬 Send Telegram ReplyTelegramService
- 18📧 Send Gmail ReplyGmailService
- 19📊 Log Telegram InteractionGoogle SheetsService
- 20✅ Mark Gmail as ReadGmailService
- 21📊 Log Gmail InteractionGoogle SheetsService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 21
- Size
- Large: read it before trusting it with anything live
- Connects to
- Gmail, Google Sheets, Telegram
- Model
- OpenAI
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account, plus your own Gmail, Google Sheets and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an incoming Telegram message.
Does it use AI?
Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Take your time. At 21 steps it is large: read it before trusting it with anything live.
How do I import it?
Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.
Before you run itNothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 21 steps before you point it at anything that matters.