The flow
Starts it 1Model 6Logic 1Service 4
The steps in the order they run, from what starts it.
- 1OpenAI Chat ModelLm Chat Open AiModel
- 2OpenAI Chat Model1Lm Chat Open AiModel
- 3Get row(s) in sheet in Google SheetsGoogle Sheets ToolService
- 4Structured Output ParserOutput Parser StructuredModel
- 5On Telegram MessageTelegram triggerStarts it
- 6Writing AgentAgentModel
- 7Reading AgentAgentModel
- 8Decide the actionOpen AiModel
- 9Append row in sheetGoogle SheetsService
- 10Respond to User QueryTelegramService
- 11Read or Write?IfLogic
- 12Respond Writing Result to UserTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 12, with 1 branch
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets, Telegram
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own 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. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 12 steps is enough that you should read each one before running it.
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.
Nothing 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 12 steps before you point it at anything that matters.