Send daily Malaysian weather alerts with Perplexity AI, Firecrawl and Telegram — n8n Workflow

Medium complexity⏰ Scheduled14 nodes🏷️ Miscellaneousby Wan Dinie

Overview

Automated Malaysian Weather Alerts with Perplexity AI, Firecrawl and Telegram

This n8n template automates daily weather monitoring by fetching official government warnings and searching for related news coverage, then delivering comprehensive reports directly to Telegram.

Use cases include monitoring severe weather conditions, tracking flood warnings across Malaysian states, staying updated on weather-related news, and receiving automated daily weather briefings for emergency preparedness.

Go

Nodes used

HTTP RequestTelegramCodeAI AgentOpenAIOpenRouter Chat Model

Workflow Preview

Automated Malaysian Weather Alerts with Perpl
How it works
1. Schedule trigger runs daily at 9 AM to fetch weather
2. Ja
1. Fetch weather warning from the official go
2. Combine the Search Query and Location
3.Crawl the internet to search all possible r
4. Process the news and get the summary of th
5. Refine the weather report and arrange the
6.Send the report to the Telegram channel
model
⚡
S
Schedule Trigger
Get Weather Warnings
Send to Telegram
Make a summary
AI Agent
R
Replace Me
Separate Search Query, W…
C
Combine Search and Locat…
Clean the URLs
Scrape Website with Fire…
C
Combine the Summary and …
I
Interval to avoid Firecr…
Perplexity Sonar Pro Model
L
Loop URL One by One
14 nodes14 edges

How it Works

  1. 1

    Trigger

    The workflow starts with a scheduled trigger, running on a defined schedule.

  2. 2

    Process

    Data flows through 14 nodes, connecting agent, aggregate, code.

  3. 3

    Output

    The workflow completes its automation and delivers the result to the configured destination.

Node Details (14)

HT

HTTP Request

httpRequest

#1
TE

Telegram

telegram

#2
CO

Code

code

#3
AI

AI Agent

n8n-nodes-langchain.agent

#4
OP

OpenAI

n8n-nodes-langchain.openAi

#5
OP

OpenRouter Chat Model

n8n-nodes-langchain.lmChatOpenRouter

#6

How to Import This Workflow

  1. 1Click Download JSON button on the right to save the workflow file.
  2. 2Open your n8n instance. Go to Workflows → New → Import from file.
  3. 3Select the downloaded send-daily-malaysian-weather-alerts-with-perplexity-ai-firecrawl-and-telegram file and click Import.
  4. 4Set up credentials for each service node (API keys, OAuth, etc.).
  5. 5Click Test Workflow to verify everything works, then activate it.

Or paste directly in n8n → Import from JSON:

{ "name": "Send daily Malaysian weather alerts with Perplexity AI, Firecrawl and Telegram", "nodes": [...], ...}

Integrations

agentaggregatecodehttprequestlmchatopenrouteropenaischeduletriggersplitinbatchestelegramwait

Get This Workflow

Download and import in one click

Download JSONView on n8n.io
Nodes14
Complexitymedium
Triggerscheduled
CategoryMiscellaneous

Created by

Wan Dinie

Wan Dinie

@wandinie

Tags

agentaggregatecodehttprequestlmchatopenrouteropenaischeduletriggersplitinbatchestelegramwait
⚡

New to n8n?

n8n is a free, open-source workflow automation tool. Self-host it or use the cloud version.

Get n8n Free →

Related Miscellaneous Workflows

COGMGOME+2
high

Automate Google Form Tracking & Gmail Alerts via n8n

Boost your administrative efficiency with this comprehensive n8n automation suite designed to bridge the gap between data collection and actionable insights. This workflow transforms standard Google Form submissions into a high-performance management ecosystem. Instead of manually checking spreadsheets, the system triggers instantly upon form submission, updating a centralized Google Sheets dashboard with real-time statistics while simultaneously executing conditional logic via the Code node. The automation intelligently distinguishes between new registrants and follow-ups, triggering personalized Gmail acknowledgments for immediate engagement. Furthermore, it incorporates a sophisticated reminder logic to ensure no student or lead falls through the cracks. By leveraging Webhook and Respond to Webhook nodes, the suite maintains a low-latency connection between your front-end forms and back-end database. This setup eliminates manual data entry errors, reduces response times by up to 90%, and provides stakeholders with a live visual overview of registration trends. It is an essential toolkit for any organization looking to scale their intake process without increasing headcount. **Common Use Cases:** - Educational Workshop & Course Enrollment Management - Automated Event Registration with Instant Attendee Confirmation - Customer Inquiry Routing and Lead Nurturing Pipeline

🔗 Webhook·20 nodes