An open-source infrastructure combining Google Gemini 3 and Earth Engine to automate archaeological site extraction and analysis from research papers and satellite imagery. The system addresses extreme label scarcity in archaeological data, enabling scalable site discovery across regions with limited field access. All software, models, and documentation are released under open licenses to lower technical barriers for archaeological research worldwide.

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