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GreenGuard is a multilingual AI-powered chatbot for crop disease detection, integrating AGDFNet Model. It enables farmers to upload plant images and receive real-time, text-based treatment recommendations. Using Adaptive Lesion Modules and Feature Aggregation, it enhances disease detection, helping mitigate crop losses efficiently.