AgroOps AI Assistant
The AgroOps AI Assistant is a specialized agronomy LLM assistant embedded across the web portal and mobile app.

What the AI Assistant Can Do
- Pest & Disease Diagnosis: Describe symptoms or upload leaf photos to identify pathogens and get organic/chemical treatment advice.
- Seed Calculation & Variety Advice: Ask for seed rate recommendations based on specific soil types and irrigation constraints.
- Natural Language Data Queries: Ask questions such as "How many acres of mustard are currently in vegetative stage in Cluster 3?" or "List all farmers who have not yet picked up their allocated seed bags."
- Localized Multilingual Support: Communicates fluently in English, Hindi, and regional farming languages.