The flow
Starts it 1Model 3Service 2
The steps in the order they run, from what starts it.
- 1Telegram Message ReceivedTelegram triggerStarts it
- 2Conversation MemoryMemory Buffer WindowModel
- 3Query Support DatabasePostgres ToolService
- 4DeepSeek Chat ModelLm Chat Deep SeekModel
- 5Data Analyst AgentAgentModel
- 6Send Reply to TelegramTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 6
- Size
- Small: readable in one sitting
- Connects to
- Telegram
- Model
- DeepSeek
- 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 DeepSeek. 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 DeepSeek. 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?
Not long. At 6 steps it can be read in one sitting and changed without fear.
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.
Before you run itNothing 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 6 steps before you point it at anything that matters.