The flow
Starts it 2Model 6Logic 10Service 5
The steps in the order they run, from what starts it.
- 1When clicking ‘Test workflow’Manual triggerStarts it
- 2Embeddings OpenAIEmbeddings Open AiModel
- 3Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
- 4OpenAI Chat ModelLm Chat Open AiModel
- 5Execute Workflow TriggerExecute Workflow triggerStarts it
- 6Set VariablesSetLogic
- 7Qdrant Vector StoreVector Store QdrantModel
- 8Default Data LoaderDocument Default Data LoaderModel
- 9Information ExtractorInformation ExtractorModel
- 10Set Variables1SetLogic
- 11Clear Existing CommentsHttp RequestService
- 12Prep Values For TriggerSetLogic
- 13Prep Output For ExportSetLogic
- 14Find CommentsHttp RequestService
- 15Hacker NewsHacker NewsService
- 16Trigger InsightsExecute WorkflowLogic
- 17Export To SheetsGoogle SheetsService
- 18Apply K-means Clustering AlgorithmCodeLogic
- 19Get CommentsSetLogic
- 20Clusters To ListSplit OutLogic
- 21Split OutSplit OutLogic
- 22Only Clusters With 3+ pointsFilterLogic
- 23Get Payload of PointsHttp RequestService
How it's built
- Starts on
- An event in a connected app
- Steps
- 23
- Size
- Large: read it before trusting it with anything live
- Connects to
- Google Sheets, Qdrant
- 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 Google Sheets and Qdrant accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an event in a connected app.
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 23 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.
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 23 steps before you point it at anything that matters.