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Explore AI-based drug discovery focusing on overcoming traditional challenges through advanced systems using symptoms and compounds. Employ Graph Convolutional Networks for predictions and RDKit for graph construction. Features include disease prediction, drug recommendations, safety filters, and interactive tools like chatbots and dashboards. Validation emphasizes accuracy through precision, recall, and F1-score metrics, showcasing scalable and interpretable results. This innovation enhances...