Weather
Provides AI-powered answers to weather queries by integrating real-time data with natural language processing capabilities.
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Weather is a comprehensive platform designed for interactive weather data analysis, blending advanced AI models with real-time meteorological information. It features a two-tier architecture: a robust FastAPI-based backend, the MCP Server, handles complex data processing, integrates with various AI models (like Gemini, Cerebras, and OpenAI), and retrieves live weather data from sources like Open-Meteo. The Django-based web interface offers a modern, intuitive chat experience, allowing users to ask natural language questions about weather, manage custom prompts, and track chat history, transforming raw data into actionable insights.
Características Principales
- Multi-model AI integration supporting Gemini, Cerebras, and OpenAI for natural language processing
- Modern Django web interface with a chat experience, custom prompt management, and persistent history
- AI-powered function calling to retrieve specific weather parameters based on user queries
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- Real-time weather data retrieval with caching from Open-Meteo API
- Dynamic data filtering and transformation using Pandas, including SQL-like queries and custom column creation
Casos de Uso
- Generating custom weather data views and transformations, such as creating a heat index column or summarizing trends
- Performing advanced data analysis and filtering on weather data (e.g., "Show temperatures above 80°F for the week")
- Asking natural language questions about current or forecasted weather conditions (e.g., "What's the weather in Miami, FL tomorrow?")
