The flow
Starts it 2Model 14Logic 3Service 6
The steps in the order they run, from what starts it.
- 1On Telegram MessageTelegram triggerStarts it
- 2Data LoaderDocument Default Data LoaderModel
- 3EmbeddingsEmbeddings Open AiModel
- 4LinkedIn FormForm triggerStarts it
- 54o miniLm Chat Open AiModel
- 62.5-flashLm Chat Google GeminiModel
- 75 nanoLm Chat Open AiModel
- 8Embeddings.Embeddings Open AiModel
- 9IfIfLogic
- 10Typing....TelegramService
- 11Upload DocumentVector Store SupabaseModel
- 12Hook Analyse AgentAgentModel
- 13Post Structure AgentAgentModel
- 14Post Generator AgentAgentModel
- 15Structured Output ParserOutput Parser StructuredModel
- 16Structured Output Parser.Output Parser StructuredModel
- 17Structured Output Parser1Output Parser StructuredModel
- 18Supabase Vector StoreVector Store SupabaseModel
- 19LinkedIn Post URLHttp RequestService
- 20Wrong URLTelegramService
- 21CodeCodeLogic
- 22Create a postLinked InService
- 23Scrap ContentHtmlLogic
- 24Unable to ScrapeTelegramService
- 25✅ Post Scrapped SucessfullyTelegramService
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 25, with 1 branch
- Size
- Large: read it before trusting it with anything live
- Connects to
- LinkedIn, Supabase vectors, Telegram
- Model
- Gemini, 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 LinkedIn, Supabase vectors and Telegram accounts, and a key for Gemini and 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 Gemini and 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?
Take your time. At 25 steps it is large: read it before trusting it with anything live.
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 25 steps before you point it at anything that matters.