Ishmael54/Maize-farming-agent

AI-powered maize farming advisory agent for Kenya, built using Google ADK. Provides real-time expert recommendations on seeds, fertilizers, soil, climate, weeds, and yields to support smallholder farmers with accurate, localized agronomic guidance # Maize-farming-agent AI-powered maize farming advisory agent for Kenya, built using Google ADK. Provides real-time expert recommendations on seeds, fertilizers, soil, climate, weeds, and yields to support smallholder farmers with accurate, localized agronomic guidance The agent is implemented using Google ADK, leveraging google_search tools and custom expert instructions to generate high-quality agricultural insights. This agent bridges the advisory gap by delivering accurate, personalized, and evidence-based answers instantly through using multi-agents: 1. Climate Agent which provides region-specific rainfall patterns, temperature suitability, and optimal planting windows. 2. Soil Agent : Advises on soil types, pH, preparation methods, organic matter, and nutrient deficiencies. 3. Seed Agent : Helps farmers choose maize varieties based on location, maturity period, drought tolerance, and disease resistance. 4. Fertilizer Agent : Recommends correct fertilizer types (DAP, NPK, CAN, UREA), application timing, and rates based on soil conditions. 5. Weed Management Agent :suggests chemical and non-chemical weed control strategies tailored to Kenyan maize farms. 6. Yield Prediction Agent : Provides expected yield ranges based on region, farm practices, and input usage. TECHNOLOGY USED => LLM Framework, Google ADK (ADK) ,google_search which is the search tool, Language Model Gemini 2.5 flash and python