The flow
Starts it 1Model 6Logic 4Service 2
The steps in the order they run, from what starts it.
- 1When clicking ‘Test workflow’Manual triggerStarts it
- 2OpenRouter Chat ModelLm Chat Open RouterModel
- 3Embeddings Google GeminiEmbeddings Google GeminiModel
- 4Recursive Character Text SplitterText Splitter Recursive Character Text SplitterModel
- 5Get Document From Google DriveGoogle DriveService
- 6AI Agent - Prepare ContextAgentModel
- 7Pinecone Vector StoreVector Store PineconeModel
- 8Default Data LoaderDocument Default Data LoaderModel
- 9Extract Text Data From Google DocumentExtract From FileService
- 10Concatenate the context and section textSetLogic
- 11Loop Over ItemsSplit In BatchesLogic
- 12Split Document Text Into SectionsCodeLogic
- 13Prepare Sections For LoopingSplit OutLogic
How it's built
- Starts on
- An event in a connected app
- Steps
- 13, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Google Drive, Pinecone
- Model
- Gemini, OpenRouter
- 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 Drive and Pinecone accounts, and a key for Gemini and OpenRouter. 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 Gemini and OpenRouter. 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. 13 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 13 steps before you point it at anything that matters.