The flow
Starts it 2Model 7Logic 1Service 3
The steps in the order they run, from what starts it.
- 1New File TriggerGoogle Drive triggerStarts it
- 2Split Text into ChunksText Splitter Recursive Character Text SplitterModel
- 3Telegram Message TriggerTelegram triggerStarts it
- 4OpenAI EmbeddingsEmbeddings Open AiModel
- 5OpenAI Chat Model1Lm Chat Open AiModel
- 6Download FileGoogle DriveService
- 7Load Document DataDocument Default Data LoaderModel
- 8Filter Authorized UserFilterLogic
- 9Insert into QdrantVector Store QdrantModel
- 10Qdrant Knowledge BaseVector Store QdrantModel
- 11AI Agent1AgentModel
- 12Move to Processed FolderGoogle DriveService
- 13Send Response to TelegramTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 13
- Size
- Medium: a working afternoon
- Connects to
- Google Drive, Qdrant, Telegram
- 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, Qdrant and Telegram accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on an incoming Telegram message.
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. 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.