Automation library · Chat assistants

Run a multi-tool Telegram AI assistant with Groq Llama 3.3

Started by an incoming Telegram message, and works across Telegram. It puts Groq behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 13 steps: a working afternoon to understand properly.

MediumCalls a model: GroqRetrieval

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

The flow

Starts it 1Model 11Service 1

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

  1. 1Listen for Telegram messagesTelegram triggerStarts it
  2. 2Groq Llama 3.3 70BLm Chat GroqModel
  3. 3Conversation memory bufferMemory Buffer WindowModel
  4. 4Web SearchTool Http RequestModel
  5. 5Weather LookupTool Http RequestModel
  6. 6News SearchTool Http RequestModel
  7. 7Wikipedia SearchTool WikipediaModel
  8. 8CalculatorTool CodeModel
  9. 9Date and TimeTool CodeModel
  10. 10Random JokeTool Http RequestModel
  11. 11URL ReaderTool Http RequestModel
  12. 12JARVIS AgentAgentModel
  13. 13Reply in Telegram chatTelegramService

How it's built

Starts on
An incoming Telegram message
Steps
13
Size
Medium: a working afternoon
Connects to
Telegram
Model
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 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 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. 13 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 13 steps before you point it at anything that matters.