The flow
Starts it 2Model 4Logic 5Service 6
The steps in the order they run, from what starts it.
- 1Telegram TriggerTelegram triggerStarts it
- 2Error TriggerError triggerStarts it
- 3Parse Validation OutputOutput Parser StructuredModel
- 4Gemini 2.5 FlashLm Chat Google GeminiModel
- 5Validate Product InputChain LlmModel
- 6Give DelayWaitLogic
- 7Format Error NotificationCodeLogic
- 8Generate RecommendationsChain LlmModel
- 9Check Product ValidityIfLogic
- 10Send Processing StatusTelegramService
- 11Notify AdminTelegramService
- 12Send Final ResponseTelegramService
- 13Extract Chat & QuerySetLogic
- 14Send Valid ConfirmationTelegramService
- 15Send Invalid MessageTelegramService
- 16Decodo APIDecodoService
- 17Process Product DataCodeLogic
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 17, with 1 branch, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Telegram
- Model
- Gemini
Questions
What does it need to run?
An n8n account, plus your own Telegram account, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 17 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 17 steps before you point it at anything that matters.