Automation library · Documents and files

Automate n8n workflow documentation with Gemini and Telegram

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to Gemini. 13 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

13 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 3Service 6

The steps in the order they run, from what starts it.

  1. 1Telegram Trigger1Telegram triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4Check Input Type1IfLogic
  5. 5AI Template Generator1Chain LlmModel
  6. 6Get a file1TelegramService
  7. 7Send a text message1TelegramService
  8. 8Assemble Final Template1CodeLogic
  9. 9Extract from File1Extract From FileService
  10. 10Send Template FileTelegramService
  11. 11Scrub & Analyze WorkflowCodeLogic
  12. 12Send Checklist1TelegramService
  13. 13Send Guide1TelegramService

How it's built

Starts on
An incoming Telegram message
Steps
13, 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. 13 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.

Before you run it

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 13 steps before you point it at anything that matters.