TerraPulse 🌿 — The Screenless Outdoor & Trail Agent

说明与用途

TerraPulse 将用户在屏幕前的时间缩短至30秒以下，提供简洁的音频简报和微任务，鼓励户外活动。

问题

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

结果

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.

工作流

• 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

证据

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

来源

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

来源

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

来源

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

来源

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

来源