AI-Powered Weather Forecasting with Open-Meteo
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Leverage the power of AI and the Open-Meteo API to deliver hyper-accurate, real-time weather forecasts. This workflow integrates advanced AI models with robust meteorological data to enhance decision-making for travel, planning, and more.
About This Workflow
This n8n workflow, named 'Integrating AI with Open-Meteo API for Enhanced Weather Forecasting,' showcases a powerful application of AI in delivering precise weather information. By intelligently combining AI language models with the Open-Meteo API, it automates the process of fetching and presenting weather data. The workflow is designed to be used in workshops to demonstrate how AI agents can utilize 'Tools' (like API calls) to fulfill user requests. It begins by receiving a chat message specifying a location and the desired forecast period. An AI agent then determines the necessary steps: first, it uses a geolocation tool to find the city's coordinates via the Open-Meteo geocoding API, and then it calls the Open-Meteo forecast API with these coordinates to retrieve detailed weather predictions. This seamless integration allows for sophisticated, context-aware weather forecasting.
Key Features
- Intelligent AI Agent: Utilizes an AI agent to understand user requests and orchestrate API calls.
- Real-time Geolocation: Automatically finds city coordinates using the Open-Meteo Geocoding API.
- Comprehensive Weather Data: Fetches detailed daily forecasts including temperature and precipitation.
- Configurable Forecast Period: Allows users to specify the number of days for the forecast.
- Web-Based Chat Trigger: Integrates with a hosted web chat for interactive user input.
How To Use
- Set up the Chat Trigger: Configure the
When chat message receivednode to create a public webhook for your hosted web chat. - Connect OpenAI Credentials: Ensure your OpenAI API key is properly configured in the
OpenAI Chat Modelnode. - Configure Geolocation Tool: Set up the
A tool for inputting the city and obtaining geolocationnode to call the Open-Meteo Geocoding API (https://geocoding-api.open-meteo.com/v1/search), defining parameters for city name, count, and format. - Configure Weather Forecast Tool: Configure the
A tool to get the weather forecast based on geolocationnode to call the Open-Meteo Forecast API (https://api.open-meteo.com/v1/forecast), specifying URL, query parameters for latitude, longitude, daily forecast data, timezone, and forecast days. - Integrate with AI Agent: Connect the
OpenAI Chat ModelandChat Memory Buffernodes to theGeneric AI Tool Agent. Ensure the agent is aware of the geolocation and weather forecast tools you've configured. - Activate and Test: Activate the workflow and test by sending a chat message to your hosted web chat, such as 'What's the weather forecast for London for the next 5 days?'
Apps Used
Workflow JSON
{
"id": "359f0aa6-e89a-4a73-8bb2-565f0d5f4125",
"name": "AI-Powered Weather Forecasting with Open-Meteo",
"nodes": 6,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 359f0aa6-e89a...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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