TerraPulse 🌿 — The Screenless Outdoor & Trail Agent

Описание и применение

TerraPulse сокращает время, проведённое пользователями за экраном, до менее 30 секунд, предоставляя краткие аудио‑инструкции и микросюжеты для активного отдыха на природе.

Задача

Outdoor apps keep users glued to screens for trail info, reducing time spent outdoors.

Результат

TerraPulse reduces screen time to under 30 s, providing actionable trail guidance and micro‑quests while enabling local inference and fallback options for unreliable connectivity.

Рабочий процесс

• Select mission (Hiking, Trail Run, Foraging, Gardening)
• Explore environmental inputs (temperature, humidity, soil moisture, elevation, canopy density, recent rainfall)
• Generate Grass Score and trail‑condition assessment via TabPFN
• Translate predictions into field briefing and micro‑quest with Gemma 2
• Narrate briefing with ElevenLabs Turbo v2.5 or browser Web Speech API
• Listen, put phone away, and engage with nature

Доказательства

TerraPulse is an AI‑powered field guide for hikers, trail runners, foragers, and gardeners.

Источник

I integrated Prior Labs' TabPFN (tabpfn.TabPFNClassifier) to analyze tabular environmental observations.

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TerraPulse integrates Google's open‑weight Gemma 2 (gemma-2-9b-it) as its naturalist‑style reasoning agent.

Источник

TerraPulse supports ElevenLabs Turbo v2.5 for spoken narration, helping users listen rather than continually check their screens.

Источник

The project uses sentry-sdk to instrument parts of the agent pipeline with custom spans.

Источник