Automation library · Content

Create LinkedIn content from Telegram voice/text with Whisper

Started by an incoming Telegram message, and works across Airtable and Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 15 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAIRetrieval

15 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 6Logic 3Service 5

The steps in the order they run, from what starts it.

  1. 1Simple MemoryMemory Buffer WindowModel
  2. 2Web_search_toolHttp Request ToolService
  3. 3Image_generation_toolHttp Request ToolService
  4. 4Receive Telegram InputTelegram triggerStarts it
  5. 5GPT-4 Chat ModelLm Chat Open AiModel
  6. 6Format Output as JSONOutput Parser StructuredModel
  7. 7Clean Image PromptTool CodeModel
  8. 8Generate Idea, Context & Image PromptAgentModel
  9. 9Check Message TypeSwitchLogic
  10. 10Save to AirtableAirtableService
  11. 11Extract Text MessageSetLogic
  12. 12Download Telegram AudioTelegramService
  13. 13Send Confirmation to TelegramTelegramService
  14. 14Transcribe Audio to TextOpen AiModel
  15. 15Prepare Transcribed TextSetLogic

How it's built

Starts on
An incoming Telegram message
Steps
15, with 1 branch
Size
Medium: a working afternoon
Connects to
Airtable, 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 Airtable 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. 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.

Before you run it

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.