(Input: Voice/Text)

(Malayalam → Text)

(Malayalam → English)

(FastAPI/Flask)

(OpenAI GPT + Crop ML Models)

(PostgreSQL / MongoDB)

(Crop calendar, schemes)

(Personalized Advice)

(Text → Malayalam Voice)

+ Firebase Notifications

(Output: Voice/Text/Alerts)