kriishukla/temperature-alert-and-weather-forecast-agent

Welcome to the Weather Predictor repository! This Python-based project provides a simple yet effective way to predict and monitor weather conditions for a given location. Whether you're a weather enthusiast or need weather data for specific applications, this project can be a valuable resource.

Temperature Alert and Weather Forecast Agent

This project involves the creation of two agents, a Temperature Alert Agent, and a Message Printer Agent. The Temperature Alert Agent monitors temperature conditions and sends alerts to the Message Printer Agent when the temperature exceeds defined thresholds. Additionally, the project includes a Weather Forecast feature for a specified location.

Table of Contents

• Introduction
• Agents
• Usage
• Weather Forecast
• Prerequisites
• Installation
• Configuration
• Contact

Introduction

This project consists of two main components:

1. Temperature Alert Agent: Monitors the temperature at a specified location using OpenWeatherMap API. It sends alerts to the Message Printer Agent when the temperature exceeds predefined minimum or maximum thresholds.

2. Message Printer Agent: Receives and prints messages/alerts sent by the Temperature Alert Agent.

3. Weather Predictor: Predict and tells about the weather through intensive Deep learning Algorithms

Agents

Temperature Alert Agent

• Name: alert_agent
• Seed: alert_agent_seed
• Endpoint: http://localhost:8000
• Port: 8000

Message Printer Agent

• Name: message_printer
• Endpoint: http://localhost:8001
• Port: 8001

Usage

To use this project, you only need to follow one simple step:

1. Run the main script main.py:

python main.py

Prerequisites

• Python (>=3.6)
• uagents package
• requests package

You can install the required Python packages using pip:

pip install uagents pip install requests pip install numpy pip install pandas pip install matplotlib pip install tensorflow

Installation

Clone the repository to your local machine:

git clone https://github.com/kriishukla/HackAI_Hack-230580/edit/master/README.md cd temperature-alert-forecast-agent Configure the agents and set up your environment as mentioned in the Configuration section.

Run the agents using Python:

python main.py

Weather Forecast

The project also provides the option to retrieve weather forecasts for a specified location. To use this feature:

Run the project as mentioned in the Usage section.

When prompted, enter the location for which you want to get the weather forecast.

The weather forecast will be fetched from OpenWeatherMap API and saved to a file named prediction.txt.

Configuration

Make sure to configure the agents and API keys:

Temperature Alert Agent: Configure the agent with your desired settings such as location, minimum and maximum temperature thresholds, API key, and endpoint.

Message Printer Agent: No configuration is needed for the Message Printer Agent.

OpenWeatherMap API Key: Obtain an API key from OpenWeatherMap and set it in the api_key variable.

Feel free to reach out with any feedback or suggestions.