Automation library · Data collection

Auto-generate AI news commentary with Dumpling AI and OpenAI

Started by a clock, and works across Google Sheets. It hands the judgement calls to OpenAI. 12 steps, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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

The flow

Starts it 1Model 1Logic 6Service 4

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

  1. 1Run on Schedule (Daily)Schedule triggerStarts it
  2. 2Fetch Topics with Empty CommentaryGoogle SheetsService
  3. 3Loop Through Each TopicSplit In BatchesLogic
  4. 4No Operation, do nothingNo OpLogic
  5. 5Wait Before News SearchWaitLogic
  6. 6Search News with Dumpling AIHttp RequestService
  7. 7Split Returned News ArticlesSplit OutLogic
  8. 8Scrape Article Content with Dumpling AIHttp RequestService
  9. 9Aggregate Scraped Article ContentAggregateLogic
  10. 10Clean Article ContentCodeLogic
  11. 11Generate LinkedIn Commentary (GPT-4o)Open AiModel
  12. 12Append Commentary Back to SheetGoogle SheetsService

How it's built

Starts on
A clock
Steps
12, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on a clock.

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. 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.