nattyemu/agriteff-agent

An agentic workflow that helps Ethiopian teff farmers identify crop pests and receive weather-aware, localized treatment advice using LangGraph, RAG, and Vision AI. # AgriTeff Agent — Localized Pest Identification & Advisory > A multi-agent system that gives smallholder Ethiopian teff farmers safe, > weather-aware, locally-grounded pest & disease advice from a single photo. **Hackathon:** micro1 Agentic Workflows --- ## Problem Smallholder teff farmers in Ethiopia and local extension workers lose yields to localized pests (Welo bush-cricket, armyworm) and diseases (rust, blight). A raw LLM asked "treat my teff" will (a) hallucinate, (b) suggest chemicals that are banned or unavailable in Ethiopia, and (c) ignore imminent rain that would wash a spray away. The bottleneck is the gap between **seeing** the problem and getting a **safe, localized, weather-aware** intervention plan. ## Architecture ``` ┌───────────────────────────┐ photo ─────► │ Vision Tool (Gemini 1.5) │ ── visual symptoms └───────────────────────────┘ │ ▼ ┌───────────────────────────┐ │ Diagnostic Agent (RAG) │ ── pest/disease id │ queries data/teff_pests │ └───────────────────────────┘ │ growth stage ──┐ │ ▼ ▼ ┌───────────────────────────┐ │ Weather Tool (Open-Meteo) │ ── live rain forecast └───────────────────────────┘ │ ▼ ┌───────────────────────────┐ │ Advisory Agent (draft) │ ── treatment plan └───────────────────────────┘ │ ▼ ┌───────────────────────────┐ │ Verification Agent │ ── REJECT if unsafe │ (weather / legality gate) │ (spray before rain) └───────────────────────────┘ │ ▼ safe final advisory ``` ## Quick Start ```bash # 1. Clone (or use this folder directly) git clone github.com cd agriteff-agent # 2. Create a clean environment python -m venv .venv && source .venv/bin/activate # 3. Install deps pip install -r requirements.txt # 4. Add your key (optional for testing — agent falls back to deterministic mode) cp .env.example .env # edit .env -> GOOGLE_API_KEY=your_key_here # edit .env -> MAX_ITERATIONS=2 (optional: configure the verification reject-loop safety cap) …