Automation library · Research and reporting

Real-time crypto market analysis with OpenAI

Started by an incoming Telegram message, and works across Telegram. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 19 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAIRetrieval

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

The flow

Starts it 2Model 15Logic 1Service 1

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

  1. 1When Executed by Another WorkflowExecute Workflow triggerStarts it
  2. 2Crypto Agent BrainLm Chat Open AiModel
  3. 3Crypto Agent MemoryMemory Buffer WindowModel
  4. 4CoinMarketCap PriceTool Http RequestModel
  5. 5Crypto MapTool Http RequestModel
  6. 6Crypto InfoTool Http RequestModel
  7. 7Crypto ListingsTool Http RequestModel
  8. 8Global MetricsTool Http RequestModel
  9. 9Price ConversionTool Http RequestModel
  10. 10CoinMarketCap Agent BrainLm Chat Open AiModel
  11. 11CoinMarketCap MemoryMemory Buffer WindowModel
  12. 12CoinMarketCap Crypto Agent ToolTool WorkflowModel
  13. 13CoinMarketCap Exchange and Community Agent ToolTool WorkflowModel
  14. 14CoinMarketCap DEXScan Agent ToolTool WorkflowModel
  15. 15Telegram InputTelegram triggerStarts it
  16. 16CoinMarketCap Crypto AgentAgentModel
  17. 17CoinMarketCap AI Data Analyst AgentAgentModel
  18. 18Adds SessionIdSetLogic
  19. 19Telegram Send MessageTelegramService

How it's built

Starts on
An incoming Telegram message
Steps
19
Size
Medium: a working afternoon
Connects to
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 Telegram account, 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. 19 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 19 steps before you point it at anything that matters.