Automation library · Chat assistants

AI Finance Agent: Telegram to Google Sheets & Notion

Started by an incoming Telegram message, and works across Google Sheets, Notion and Telegram. It hands the judgement calls to a local model. 10 steps: a working afternoon to understand properly.

MediumCalls a model: a local model

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10 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
3Services it connects to

The flow

Starts it 1Model 2Logic 3Service 4

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

  1. 1Telegram TriggerTelegram triggerStarts it
  2. 2Ollama Chat ModelLm Chat OllamaModel
  3. 3AI AgentAgentModel
  4. 4Edit FieldsSetLogic
  5. 5Split OutSplit OutLogic
  6. 6Append row in sheetGoogle SheetsService
  7. 7Create a database pageNotionService
  8. 8AggregateAggregateLogic
  9. 9Get row(s) in sheetGoogle SheetsService
  10. 10Send a text messageTelegramService

How it's built

Starts on
An incoming Telegram message
Steps
10
Size
Medium: a working afternoon
Connects to
Google Sheets, Notion, Telegram
Model
a local model

Questions

What does it need to run?

An n8n account, plus your own Google Sheets, Notion and Telegram accounts, and a key for a local model. 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 a local model. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 10 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 10 steps before you point it at anything that matters.