TerraAI
AI powered GIS and satellite analysis platform
What it does
AI mapping, satellite time series analysis, and a smart geospatial Copilot in one platform. TerraAI lets you analyze any location using natural language. Generate NDVI, LST, flood maps, population, weather, and RGB imagery instantly. Export GeoTIFF and explore multi layer maps without coding. Built for researchers and developers. Founded by Prince Suthar.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
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