The flow
Starts it 1Model 3Logic 9Service 2
The steps in the order they run, from what starts it.
- 1Data LoaderDocument Default Data LoaderModel
- 2Gemini EmbeddingsEmbeddings Google GeminiModel
- 3Input Sitemap or page urlsForm triggerStarts it
- 4Pinecone KnowledgeBaseVector Store PineconeModel
- 5SwitchSwitchLogic
- 6Split Pages URLCodeLogic
- 7Fetch SitemapHttp RequestService
- 8Merge URLsMergeLogic
- 9XML ConversionXmlLogic
- 10Remove Duplicate URLsRemove DuplicatesLogic
- 11Extract Page URLsCodeLogic
- 12Loop Over Page URLsSplit In BatchesLogic
- 13Extract ContentHtmlLogic
- 14Fetch Page HTML For contentHttp RequestService
- 15Wait 5 secWaitLogic
How it's built
- Starts on
- Someone submitting a form
- Steps
- 15, with 1 branch, 2 loops or waits
- Size
- Medium: a working afternoon
- Connects to
- Pinecone
- Model
- Gemini
- 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 Pinecone account, and a key for Gemini. 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?
Yes. It calls Gemini. 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?
Plan an afternoon. 15 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 15 steps before you point it at anything that matters.