Smart AgriAdvisor: An Agentic AI-Based Real-Time Integrated Decision Support System for Precision Agriculture

–The paper is a review of intelligent decision support systems that are created to serve smart agriculture, especially the agentic AI-based advisory systems. The currently used methods, which assist in crop selection, market awareness, weather forecasting, and resource planning, are discussed in a systematic way. This analysis shows that the study has discovered the limitations of prediction-centric models that are becoming more critical and the growing necessity of real-time data aggregation, comparative intelligence, and contextual reasoning. These are needed to provide dynamic agricultural and market conditions with adaptive, practical, and farmer-centric decision support.