The flow
Starts it 2Model 2Logic 2Service 5
The steps in the order they run, from what starts it.
- 1Telegram TriggerTelegram triggerStarts it
- 2When chat message receivedChat triggerStarts it
- 3OpenRouter Chat ModelLm Chat Open RouterModel
- 4Content for the TrainingGoogle DocsService
- 5Embend User MessageHttp RequestService
- 6Basic LLM ChainChain LlmModel
- 7Splitting into ChunksCodeLogic
- 8Search EmbeddingsHttp RequestService
- 9Embedding Uploaded documentHttp RequestService
- 10AggregateAggregateLogic
- 11Save the embedding in DBSupabaseService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 11
- Size
- Medium: a working afternoon
- Connects to
- Google Docs, Supabase, Telegram
- Model
- OpenRouter
Questions
What does it need to run?
An n8n account, plus your own Google Docs, Supabase and Telegram accounts, and a key for OpenRouter. 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 OpenRouter. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 11 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 11 steps before you point it at anything that matters.