The flow
Starts it 2Model 7Logic 3Service 3
The steps in the order they run, from what starts it.
- 1When clicking ‘Execute workflow’Manual triggerStarts it
- 2RAG ChatbotChat triggerStarts it
- 3Embed Individual IdeaBlocks (Already Separated)Text Splitter Character Text SplitterModel
- 4Embeddings OpenAIEmbeddings Open AiModel
- 5OpenAI Chat ModelLm Chat Open AiModel
- 6Download .TXT File for IngestGoogle DriveService
- 7AI AgentAgentModel
- 8Default Data LoaderDocument Default Data LoaderModel
- 9Simple IdeaBlock Vector StoreVector Store In MemoryModel
- 10Query Data ToolVector Store In MemoryModel
- 11Extract Text from .TXT FileExtract From FileService
- 12Loop Over ChunksSplit In BatchesLogic
- 13Chunk TextCodeLogic
- 14Blockify Ingest APIHttp RequestService
- 15Extract IdeaBlocks from API ResponseSetLogic
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 15, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Google Drive, in-memory vectors
- 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 Drive and in-memory vectors accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on someone opening a chat with 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. 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.