🌿 FrostBite: Offline Open-Weight Garden Scout
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass
📖 What I Built
FrostBite is a lightweight, zero-cloud CLI tool that helps gardeners step away from the screen and into the soil.
- Runs 100% offline on your machine — no internet required.
- Accepts your USDA hardiness zone or region and looks up historical frost benchmark dates locally.
- Prompts a locally running open-weight SLM (
smollm2:1.7b) to output a concise 5-step outdoor gardening checklist. - Renders the checklist in an ASCII index-card format directly in your terminal and saves it as
garden_todo.txt.
This way, you can fold the slip, pocket a pencil, close your laptop, and head outdoors. It’s designed for gardeners, hobbyists, and anyone who wants to spend less time staring at screens and more time tending to nature.
🎥 Demo
💻 Code
🛠️ How I Built It
- Language: Python 3.10+
-
Inference Engine: Ollama (local loopback at
http://localhost:11434) -
Model:
smollm2:1.7b— ultra-compact 1.7B parameter open-weight model designed for fast, local CPU/RAM inference. -
Dependencies:
requestsfor local REST communication. - Offline Frost Data: USDA hardiness zones & frost benchmark lookup table.
-
CLI Workflow: Python scripts (
garden_cli.py,frost_data.py) generate the ASCII checklist and save it locally.
🌱 Why Does Open Innovation Matter?
Closed APIs often require subscriptions, internet connectivity, or send your personal data to external servers. With open-weight models and local inference:
- Privacy: All data stays on your device.
- Accessibility: Free to run, no API costs.
- Customization: Fine-tune for your region’s frost dates and local crops.
- Resilience: Works offline in the field, even with no signal.
Open innovation made it possible to build a tool that is practical, portable, and empowering for everyday gardeners.
🧑💻 My Agent Session
I used a local agent workflow to dispatch prompts to smollm2:1.7b via Ollama. The session generates structured, actionable outdoor tasks in under 3 seconds — keeping the screen time minimal and the outdoor time maximal.
🏆 Prize Categories
- Best Use of Open-Source AI
- Touch Grass Challenge
- Sustainability & Environment
✨ Closing Note
FrostBite embodies Hacktoberfest’s Touch Grass theme: the screen is the shortest part of the experience. You grab your slip, then head outside to garden.
Built with ❤️ by Sandip.
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