Automation library · Research and reporting

Decodo-powered AI research paper extraction & summarization

Started by a clock, and works across Google Sheets and Telegram. It hands the judgement calls to OpenAI. 14 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

14 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
2Services it connects to

The flow

Starts it 1Model 4Logic 4Service 5

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3OpenAI Chat Model1Lm Chat Open AiModel
  4. 4DecodoDecodoService
  5. 5Paper SummarizerChain SummarizationModel
  6. 6Extract ArticlesInformation ExtractorModel
  7. 7Extract HTML ContentHtmlLogic
  8. 8Store to databaseGoogle SheetsService
  9. 9Split OutSplit OutLogic
  10. 10Loop Over ItemsSplit In BatchesLogic
  11. 11Telegram NotifierTelegramService
  12. 12Get PDFHttp RequestService
  13. 13PDF to TextExtract From FileService
  14. 14Set Content FieldSetLogic

How it's built

Starts on
A clock
Steps
14, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Sheets, Telegram
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets 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 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. 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.