Weather Bot with OpenAI Agents SDK
Telegram bot using OpenAI Agents SDK and MCP Server.
esakrissa
README
Weather Bot with OpenAI Agents SDK
A Telegram bot that provides real-time weather information using OpenAI's Agents SDK and Model Context Protocol (MCP). The bot can fetch current weather conditions for cities worldwide using natural language queries, powered by GPT-4o-mini model.
Features
- Real-time weather data using Open-Meteo API
- Natural language processing with OpenAI Agents SDK (GPT-4o-mini)
- Simple MCP server implementation for weather data retrieval
- Telegram-native message formatting
- Easy-to-use interface with simple weather queries
Technology Stack
- Python 3.11+
- OpenAI Agents SDK
- Model Context Protocol (MCP)
- python-telegram-bot
- Open-Meteo API (no API key required)
Quick Start
- Clone the repository:
git clone https://github.com/esakrissa/agents-sdk-telegram.git
cd agents-sdk-telegram
- Create and activate a virtual environment:
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
- Install dependencies:
pip install -r requirements.txt
- Create a .env file in the project root:
TELEGRAM_BOT_TOKEN=your_bot_token_here
OPENAI_API_KEY=your_openai_api_key_here
- Run the bot:
python main.py
Usage
Simply send a message to the bot asking about weather in any city:
what's the weather in Ubud?
The bot will respond with current weather conditions including:
- Temperature
- Weather conditions
- Wind speed
Architecture
OpenAI Agents SDK Integration
The bot uses OpenAI's Agents SDK with GPT-4o-mini model to process natural language queries and generate human-like responses. The Agent is configured with specific instructions for handling weather-related queries and maintaining conversation context.
Model Context Protocol (MCP)
The project implements a simple MCP server (weather_mcp.py) that provides the get_weather tool. This demonstrates how to:
- Create custom MCP tools
- Handle tool requests and responses
- Integrate external APIs (Open-Meteo) with MCP
License
MIT © Esa Krissa
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