The flow
Starts it 4Model 3Logic 8Service 2
The steps in the order they run, from what starts it.
- 1Configure Website & LimitsSetLogic
- 2Configure Your QuestionSetLogic
- 3Trigger - Start ScrapingWebhookStarts it
- 4Trigger - Ask QuestionWebhookStarts it
- 5Fetch HomepageHttp RequestService
- 6Search Similar ContentVector Store PineconeModel
- 7Extract All Page URLsCodeLogic
- 8Assemble AI ContextCodeLogic
- 9Batch Processing ControllerSplit In BatchesLogic
- 10Generate Answer with GPT-4Open AiModel
- 11Fetch Page ContentHttp RequestService
- 12Return AI AnswerRespond To WebhookStarts it
- 13Parse & Clean HTMLCodeLogic
- 14Create Semantic ChunksCodeLogic
- 15Store in Pinecone Vector DBVector Store PineconeModel
- 16Check Completion StatusIfLogic
- 17Return Success ResponseRespond To WebhookStarts it
How it's built
- Starts on
- Another system calling it
- Steps
- 17, with 1 branch, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Pinecone
- 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 Pinecone account, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on another system calling it.
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?
Plan an afternoon. 17 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 17 steps before you point it at anything that matters.