Automation library · Data collection

Send advice from three AI personas with LINE and Gemini

Started by another system calling it, and works across Google Sheets. It hands the judgement calls to Gemini. 12 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Gemini

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

The flow

Starts it 3Model 2Logic 5Service 2

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

  1. 1Receive LINE messageWebhookStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Set configSetLogic
  4. 4Generate advice with GeminiChain LlmModel
  5. 5Parse LINE eventCodeLogic
  6. 6Parse Gemini responseCodeLogic
  7. 7Skip if no text eventIfLogic
  8. 8Save advice to SheetsGoogle SheetsService
  9. 9Respond OK (skip)Respond To WebhookStarts it
  10. 10Build contextCodeLogic
  11. 11Send Flex Message to LINEHttp RequestService
  12. 12Respond OKRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
12, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

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. 12 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 12 steps before you point it at anything that matters.