Automation library · Chat assistants

Design UI projects with Google Stitch and Telegram

Started by an incoming Telegram message, and works across Telegram. It puts Gemini behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 20 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: GeminiRetrieval

Download free
20 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 11Logic 5Service 2

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

  1. 1When chat message receivedChat triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Simple MemoryMemory Buffer WindowModel
  4. 4Create ProjectMcp Client ToolModel
  5. 5Get ProjectMcp Client ToolModel
  6. 6List projectsMcp Client ToolModel
  7. 7List screenMcp Client ToolModel
  8. 8Get screenMcp Client ToolModel
  9. 9Generate ScreenMcp Client ToolModel
  10. 10Search on webPerplexity ToolService
  11. 11Get MessageTelegram triggerStarts it
  12. 12Google Gemini Chat Model1Lm Chat Google GeminiModel
  13. 13Google Stitch AgentAgentModel
  14. 14CodeCodeLogic
  15. 15From MD to HTMLChain LlmModel
  16. 16is Telegram?IfLogic
  17. 17Search with MCP?IfLogic
  18. 18Send a text messageTelegramService
  19. 19Get TextSetLogic
  20. 20Clean queryCodeLogic

How it's built

Starts on
An incoming Telegram message
Steps
20, with 2 branches
Size
Medium: a working afternoon
Connects to
Telegram
Model
Gemini
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. 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. 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. 20 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 20 steps before you point it at anything that matters.