Climate Lens
Climate Lens is an AI powered B2C platform, democratizing the access to climate hazard data in Europe and exposing it for real estate buyers and investors in human friendly reports for hyperlocal insights.
Core trick
FastAPI sends hazard data for a property address to GPT-5, which returns a structured climate-risk report for buyers.
Description
$26
README excerpt
# ClimateLens 🏠 ClimateLens is a GPT-5 Hackathon project. This app helps property buyers check climate risks before buying a home. The frontend is fully built with React, Vite, and Tailwind, while the backend uses FastAPI to connect with GPT-5 API for real climate risk analysis. For full setup and details, see the frontend and backend README files. Video Demo: (https://drive.google.com/file/d/1F_RLpLmQ7NBih4WFVW44x1K584m0Yzx9/view?usp=sharing) # ClimateLens  > AI-powered climate risk analysis and reporting. ClimateLens is a full-stack web application designed to provide users with detailed climate risk reports for any location. It leverages AI to analyze data and generate insightful summaries, accompanied by clear data visualizations. ## Features - **AI-Powered Reporting**: Utilizes an AI writer (OpenAI) to generate comprehensive climate risk narratives. - **Data Visualization**: Displays climate data through charts and graphs for easy interpretation. - **Location-Based Analysis**: Enter any location to receive a tailored climate risk assessment. - **PDF Report Generation**: Creates and downloads detailed reports in PDF format. - **Modern Web Interface**: A responsive and user-friendly interface built with React and shadcn/ui. ## Tech Stack The project is a monorepo composed of a Python backend and a React frontend. ### Backend (`climatelens-backend`) - **Framework**: FastAPI -