AI-BASED FARMER QUERY SUPPORT AND ADVISORY SYSTEM

Abstract

The AI-Based Farmer Query Support and Advisory System is designed to assist farmers by providing real-time agricultural guidance through multi-modal inputs such as voice, text, and images. The system integrates advanced technologies including Speech-to-Text (STT), Natural Language Processing (NLP), and Convolutional Neural Networks (CNNs) to understand farmer queries and analyze crop conditions. It supports bilingual communication in Telugu and English, making it accessible to a wider range of users. The advisory engine processes user inputs and provides personalized recommendations on crop management, pest control, fertilizers, and preventive measures. The system also incorporates weather updates and market analysis to enhance decision-making. By combining artificialintelligencewithuser-friendly interaction.