Automation library · Money admin

Extract & store receipt data with OpenAI and OCR

Started by an incoming Telegram message, and works across Google Drive, Google Sheets, Notion and Telegram. It hands the judgement calls to OpenAI. 14 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: OpenAI

14 stepsMedium: a working afternoon
2Branches: places the flow splits
0Loops or waits
4Services it connects to

The flow

Starts it 1Model 1Logic 4Service 8

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

  1. 1Telegram Bot TriggerTelegram triggerStarts it
  2. 2Message Type RouterSwitchLogic
  3. 3Download Telegram ImageTelegramService
  4. 4Handle Text MessageFunctionLogic
  5. 5OCR Receipt ProcessingHttp RequestService
  6. 6AI Purchase Data ExtractorOpen AiModel
  7. 7Transaction Data ValidatorFunctionLogic
  8. 8Check for ErrorsSwitchLogic
  9. 9Send Error MessageTelegramService
  10. 10Save to Notion DatabaseNotionService
  11. 11Send to Website APIHttp RequestService
  12. 12Record to DatabaseGoogle SheetsService
  13. 13Store Receipt ImageGoogle DriveService
  14. 14Send ConfirmationTelegramService

How it's built

Starts on
An incoming Telegram message
Steps
14, with 2 branches
Size
Medium: a working afternoon
Connects to
Google Drive, Google Sheets, Notion, Telegram
Model
OpenAI

Questions

What does it need to run?

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

How long does it take to set up?

Plan an afternoon. 14 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 14 steps before you point it at anything that matters.