The flow
Starts it 1Model 5Logic 7Service 8
The steps in the order they run, from what starts it.
- 1Telegram TriggerTelegram triggerStarts it
- 2OpenAI Chat ModelLm Chat Open AiModel
- 3MongoDB Chat MemoryMemory Mongo Db ChatModel
- 4Send a message in GmailGmail ToolService
- 5Search for a messages in GmailGmail ToolService
- 6SwitchSwitchLogic
- 7AI AgentAgentModel
- 8Get photo fileTelegramService
- 9Get audio fileTelegramService
- 10Get a fileTelegramService
- 11Get text from MessageSetLogic
- 12RespondTelegramService
- 13ConvertAPI HTTP RequestHttp RequestService
- 14Transcribe a recordingOpen AiModel
- 15IfIfLogic
- 16Analyze imageOpen AiModel
- 17Get text from AudioSetLogic
- 18Extract from FileExtract From FileService
- 19Unsupported InputSetLogic
- 20Get text from ImageSetLogic
- 21Get text from PDFSetLogic
How it's built
- Starts on
- An incoming Telegram message
- Steps
- 21, with 2 branches
- Size
- Large: read it before trusting it with anything live
- Connects to
- Gmail, 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 Gmail 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?
Take your time. At 21 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 21 steps before you point it at anything that matters.