Automation library · Chat assistants

AI-powered real estate scout & market analyzer with DeepSeek

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to DeepSeek. 13 steps: a working afternoon to understand properly.

MediumCalls a model: DeepSeek

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

The flow

Starts it 1Model 6Logic 3Service 3

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

  1. 1Telegram TriggerTelegram triggerStarts it
  2. 2Structured Output ParserOutput Parser StructuredModel
  3. 3DeepSeek Chat ModelLm Chat Deep SeekModel
  4. 4Structured Output Parser1Output Parser StructuredModel
  5. 5DeepSeek Chat Model1Lm Chat Deep SeekModel
  6. 6AI AgentAgentModel
  7. 7AI Agent SummarizerAgentModel
  8. 8Prepare ParamsCodeLogic
  9. 9Format Clean ResponseCodeLogic
  10. 10Get TokenHttp RequestService
  11. 11Send TelegramTelegramService
  12. 12Idealista API SearchHttp RequestService
  13. 13Edit FieldsSetLogic

How it's built

Starts on
An incoming Telegram message
Steps
13
Size
Medium: a working afternoon
Connects to
Telegram
Model
DeepSeek

Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for DeepSeek. 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 DeepSeek. 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.