The flow
Starts it 3Model 6Logic 6Service 3
The steps in the order they run, from what starts it.
- 1Telegram TriggerTelegram triggerStarts it
- 2Simple Memory1Memory Buffer WindowModel
- 3Home assistant ConnectorMcp Client ToolModel
- 4Simple MemoryMemory Buffer WindowModel
- 5Google Gemini Chat ModelLm Chat Google GeminiModel
- 6Voice or TextSetLogic
- 7Bot Is typingTelegramService
- 8When chat message receivedChat triggerStarts it
- 9Home AgentAgentModel
- 10IfIfLogic
- 11Process messagesCodeLogic
- 12Reply RouterIfLogic
- 13Get Voice FileTelegramService
- 14Telegram Message BeautifierCodeLogic
- 15Respond to WebhookRespond To WebhookStarts it
- 16Speech to TextOpen AiModel
- 17Telegram SendTelegramService
- 18Transcription to ChatInputSetLogic
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 18, with 2 branches
- Size
- Medium: a working afternoon
- Connects to
- Telegram
- Model
- Gemini, 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 Telegram account, and a key for Gemini and 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 Gemini and 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?
Plan an afternoon. 18 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 18 steps before you point it at anything that matters.