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KightHakacks2025

Start coding

First install all the node packages

npm install

Second cd into app-backend/ to install all the python packages

pip install -r requirements.txt

To run backend

cd app-backend
python api.py or python3 api.py

To run frontend

cd frontend
npm run dev

Introduction

Help first-time homebuyers find an affordable property based on average insurance costs, environmental susceptibility and property price and property age.

Here are the Dependencies for our Backend: fastapi google-adk pydantic uvicorn google-genai google-cloud-aiplatform pandas osmnx requests geopandas shapely geopandas pyarrow

Here are the Dependencies for our frontend: tailwind react vite leaflet lucide

About

Nuvona not only predicts insurance costs, property trends, and climate susceptibility in chosen areas using AI, but also helps first-time homeowners understand these prices and trends and prepare for future risks through concise, visual insights.

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