Abstract
<jats:p>Agriculture plays a vital role in ensuring food security and supporting the livelihoods of millions of farmers worldwide. However, farmers often face difficulties in obtaining timely and accurate agricultural guidance related to crop diseases, pest management, soil fertility, weather conditions, and fertilizer usage. Traditional agricultural advisory systems usually depend on physical visits to experts or agricultural offices, which can be time-consuming and inaccessible for farmers in remote areas. Consequently, there is a growing need for a digital platform that can provide instant agricultural support and reliable information. Artificial Intelligence has emerged as a powerful technology that can improve decision-making in agriculture by analyzing farmer queries and delivering relevant solutions in real time. The AI Based Farmer Query Support and Advisory System is designed as an intelligent web-based platform that assists farmers by answering their agricultural questions through an interactive chatbot interface. The system uses Artificial Intelligence and Natural Language Processing to understand farmer queries and generate appropriate responses based on agricultural knowledge and expert recommendations. The platform was developed using modern web technologies such as Next.js and Express.js to provide a responsive and user-friendly interface. Farmers can submit queries related to crops, fertilizers, pest control, soil health, and livestock management, and the system processes the input using an AI model to generate meaningful and practical suggestions. By providing quick access to agricultural knowledge, this system helps bridge the gap between farmers and agricultural experts. Overall, the proposed system improves accessibility to agricultural information, supports better decision-making, and promotes sustainable farming practices through the use of intelligent digital technologies</jats:p>