Automation library · Content

Daily Dermatology Watch: Automating Article Summaries

Started by a clock, and works across MongoDB, RSS and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 25 steps, 1 loop or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAIRetrieval

Download free
25 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
1Loop or waits
3Services it connects to

The flow

Starts it 2Model 5Logic 7Service 11

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

  1. 1OpenAI Chat Model1Lm Chat Open AiModel
  2. 2Simple MemoryMemory Buffer WindowModel
  3. 3OpenAI Chat ModelLm Chat Open AiModel
  4. 4Search_toolHttp Request ToolService
  5. 5Daily articles (17:00)Schedule triggerStarts it
  6. 6Nightly quizzes (21:00)Schedule triggerStarts it
  7. 7AI: Analyze article abstractAgentModel
  8. 8AI: Generate dermatology MCQAgentModel
  9. 9RSS ReadRss Feed ReadService
  10. 10Verifying Article DBMongo DbService
  11. 11Find Quiz documentsMongo DbService
  12. 12"Parse AI JSON → Telegram format"CodeLogic
  13. 13Format quiz for Telegram APICodeLogic
  14. 14MergeMergeLogic
  15. 15Code → "Normalize data for MongoDB"CodeLogic
  16. 16Send Telegram quiz poll1Http RequestService
  17. 17Limit to 5 articles/dayLimitLogic
  18. 18Article DBMongo DbService
  19. 19Send article summaryTelegramService
  20. 20Send Telegram quiz pollMongo DbService
  21. 21Delete documentsMongo DbService
  22. 22Process articles one by oneSplit In BatchesLogic
  23. 23Dermatology summary sent ✅TelegramService
  24. 24Quiz sent ✅TelegramService
  25. 25Loop exit (ignore)No OpLogic

How it's built

Starts on
A clock
Steps
25, 1 loop or waits
Size
Large: read it before trusting it with anything live
Connects to
MongoDB, RSS, Telegram
Model
OpenAI
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 MongoDB, RSS 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. 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?

Take your time. At 25 steps it is large: read it before trusting it with anything live.

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 25 steps before you point it at anything that matters.