The flow
Starts it 1Model 6Logic 2Service 5
The steps in the order they run, from what starts it.
- 1Simple MemoryMemory Buffer WindowModel
- 2OpenAI Chat ModelLm Chat Open AiModel
- 3Airbnb MCP Client - List ToolsMcp Client ToolService
- 4Airbnb MCP Client - Execute ToolsMcp Client ToolService
- 5Telegram TriggerTelegram triggerStarts it
- 6Airbnb AgentAgentModel
- 7Summarize Response for VoiceChain LlmModel
- 8Text or VoiceSwitchLogic
- 9Send Text ResponseTelegramService
- 10Create Voice ResponseOpen AiModel
- 11Prepare Text Message for AI AgentSetLogic
- 12Get Voice MessageTelegramService
- 13Send Voice ResponseTelegramService
- 14Transcribe Voice MessageOpen AiModel
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 14, with 1 branch
- Size
- Medium: a working afternoon
- Connects to
- 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 Telegram account, 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?
Plan an afternoon. 14 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 14 steps before you point it at anything that matters.