en عمومى General پژوهشي Research <i><span style="font-size:11.0pt"><span new="" roman="" style="font-family:" times="">This research presents an intelligent weather prediction system designed to enhance decision-making in agriculture through accurate, location-specific forecasting. The proposed framework integrates Internet-connected weather stations, Earth-observation datasets, and artificial intelligence algorithms to generate reliable short- and medium-term predictions. By analyzing historical temperature records, soil conditions, humidity patterns, and climate variables, the system provides farmers with actionable insights tailored to crop growth requirements. In addition, an integrated alert mechanism notifies users of potential weather-related hazards, enabling timely preventive measures to protect crops, livestock, and farm infrastructure. The model delivers real-time agricultural information through an accessible interface, ensuring usability even for farmers with minimal technical proficiency. Overall, the system aims to improve agricultural sustainability and productivity by mitigating the risks associated with increasingly unpredictable climatic conditions.</span></span></i> Agriculture, Weather Prediction, Climatic Variability, Extreme Weather Event, Meteorological Models, Satellite Data, Machine Learning Algorithms, Crop-specific Recommendations, Disaster Alerts, Resilience, Technology Integration, Multilingual Chatbot, Dec 131 139 http://aisesjournal.com/browse.php?a_code=A-10-374-1&slc_lang=en&sid=1 Jeevan B rohith2118@gmail.com No Department of Mechanical Engineering, Holymary institute of technology and science, hyderabad Telangana, India. Jatoth Heeraman heeramanj@gmail.com Yes Department of Mechanical Engineering, Malla Reddy (MR) Deemed to be University, Hyderabad, Telangana, 500100, India. Ratod Vinod vinodrathod918@gmail.com No Department of Civil Engineering, Malla Reddy (MR) Deemed to be University, Hyderabad, Telangana, 500100, India. S Padma Tejaswi padmatejaswi@mrec.ac.in No Department of Civil Engineering, Malla Reddy (MR) Deemed to be University, Hyderabad, Telangana, 500100, India.