Automation library · Chat assistants

Multilingual voice & text Telegram bot with ElevenLabs TTS

Started by an incoming Telegram message, and works across Telegram. It puts Gemini and Groq behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 15 steps, 2 branches: a working afternoon to understand properly.

MediumCalls a model: Gemini, GroqRetrieval

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

The flow

Starts it 1Model 4Logic 5Service 5

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

  1. 1Telegram InputTelegram triggerStarts it
  2. 2Adds SessionIdSetLogic
  3. 3Google Gemini Chat ModelLm Chat Google GeminiModel
  4. 4Groq Chat ModelLm Chat GroqModel
  5. 5Voice Assistant MemoryMemory Buffer WindowModel
  6. 6SwitchSwitchLogic
  7. 7Voice AssistantAgentModel
  8. 8Get Voice FileTelegramService
  9. 9AggregateAggregateLogic
  10. 10If voiceIfLogic
  11. 11Transcribe ElevenLabsEleven LabsService
  12. 12ElevenLabsEleven LabsService
  13. 13Telegram Send MessageTelegramService
  14. 14Edit FieldsSetLogic
  15. 15Telegram send voice messageHttp RequestService

How it's built

Starts on
An incoming Telegram message
Steps
15, with 2 branches
Size
Medium: a working afternoon
Connects to
Telegram
Model
Gemini, Groq
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 Telegram account, and a key for Gemini and Groq. 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 Groq. 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.