The flow
Starts it 2Model 7Logic 1
The steps in the order they run, from what starts it.
- 1Cohere EmbeddingsEmbeddings CohereModel
- 2Cohere RerankerReranker CohereModel
- 3Text SplitterText Splitter Recursive Character Text SplitterModel
- 4Upload PDFForm triggerStarts it
- 5Search Knowledge BaseVector Store WeaviateModel
- 6Store in Vector DatabaseVector Store WeaviateModel
- 7Document LoaderDocument Default Data LoaderModel
- 8Extract Text from PDFMistral AiModel
- 9MCP Knowledge ServerMcp triggerStarts it
- 10Prepare Document DataSetLogic
How it's built
- Starts on
- Someone submitting a form
- Steps
- 10
- Size
- Medium: a working afternoon
- Connects to
- Nothing by connector; it calls services over plain HTTP
- Model
- None. This is plumbing, not judgement
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
Questions
What does it need to run?
An n8n account. You connect your own accounts after importing it; none are included.
What starts it?
It starts on someone submitting a form.
Does it use AI?
No. Every step is fixed logic or a call to a service, so it does the same thing every time.
How long does it take to set up?
Plan an afternoon. 10 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.
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 10 steps before you point it at anything that matters.