geomind-ai 1.0.0

AI agent for geospatial analysis

1. Install Dependencies

pip install -r requirements.txt

2. Set Up API Key

Set your HuggingFace API key in the environment or update config.py:

# In geomind/config.py
HF_API_KEY = "your_huggingface_api_key"

Get a free API key from HuggingFace.

3. Run the Agent

python main.py

Example Queries

💬 "Create an RGB composite for the most recent image of London"

💬 "Calculate NDVI for Central Park, New York"

💬 "What images are available for Tokyo with less than 10% cloud cover?"

Approach

Traditional Approach

Full Scene Download → Local Storage → Process → Result
     ~720 MB            Disk I/O      Slow      

GeoMind Approach (Zarr + fsspec)

HTTP Range Request → Stream Chunks → Process in Memory → Result
     ~1-5 MB           No disk          Fast