The flow
Starts it 1Model 7Logic 4Service 3
The steps in the order they run, from what starts it.
- 1Google Gemini Chat Model1Lm Chat Google GeminiModel
- 2Google Gemini Chat Model2Lm Chat Google GeminiModel
- 3Structured Output ParserOutput Parser StructuredModel
- 4Google Gemini Chat Model3Lm Chat Google GeminiModel
- 5Telegram Message ReceiverTelegram triggerStarts it
- 6 Chat Response GeneratorAgentModel
- 7Message Intent ClassifierAgentModel
- 8Product Recommendation EngineAgentModel
- 9Product Query CleanerCodeLogic
- 10Send Chat ResponseTelegramService
- 11Product vs Chat RouterSwitchLogic
- 12 Send Product RecommendationsTelegramService
- 13Amazon Product ScraperHttp RequestService
- 14Product Data ProcessorCodeLogic
- 15Product List CombinerAggregateLogic
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 15, with 1 branch
- 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. 15 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 15 steps before you point it at anything that matters.