The flow
Starts it 1Model 3Logic 7Service 3
The steps in the order they run, from what starts it.
- 1Schedule TriggerSchedule triggerStarts it
- 2Perplexity Sonar Pro ModelLm Chat Open RouterModel
- 3Get Weather WarningsHttp RequestService
- 4AI AgentAgentModel
- 5Separate Search Query, Warning Type and other informationCodeLogic
- 6Clean the URLsCodeLogic
- 7Combine Search and Location informationAggregateLogic
- 8Loop URL One by OneSplit In BatchesLogic
- 9Combine the Summary and SourcesAggregateLogic
- 10Scrape Website with FirecrawlHttp RequestService
- 11Make a summaryOpen AiModel
- 12Replace MeNo OpLogic
- 13Send to TelegramTelegramService
- 14Interval to avoid Firecrawl Free API LimitWaitLogic
How it's built
- Starts on
- A clock
- Steps
- 14, 2 loops or waits
- Size
- Medium: a working afternoon
- Connects to
- Telegram
- Model
- OpenAI, OpenRouter
Questions
What does it need to run?
An n8n account, plus your own Telegram account, and a key for OpenAI and OpenRouter. You connect your own accounts after importing it; none are included.
What starts it?
It starts on a clock.
Does it use AI?
Yes. It calls OpenAI and OpenRouter. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 14 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.
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 14 steps before you point it at anything that matters.