Automation library · Scheduling

WhatsApp AI business assistant (Free API) with Gemini

Started by another system calling it, and works across Google Calendar and Google Sheets. It puts Gemini behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 13 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: GeminiRetrieval

13 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 5Logic 2Service 5

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

  1. 1Google Gemini Chat ModelLm Chat Google GeminiModel
  2. 2CalculatorTool CalculatorModel
  3. 3ThinkTool ThinkModel
  4. 4Google Calendar BookingGoogle Calendar ToolService
  5. 5WhatsApp WebhookWebhookStarts it
  6. 6Save to Google SheetsGoogle Sheets ToolService
  7. 7Read from Google SheetsGoogle Sheets ToolService
  8. 8Redis Chat MemoryMemory Redis ChatModel
  9. 9Send Email ConfirmationEmail Send ToolService
  10. 10AI AgentAgentModel
  11. 11Filter Outgoing MessagesIfLogic
  12. 12Send WhatsApp ReplyEvolution ApiService
  13. 13Ignore OutgoingNo OpLogic

How it's built

Starts on
Another system calling it
Steps
13, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Calendar, Google Sheets
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 Google Calendar and Google Sheets accounts, 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. 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. 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.