"Nature's Library Meets AI: A New Era of Natural Product-Based Drug Discovery" ushers in a revolution in medicine. This piece explores the exciting convergence of natural product exploration and artificial intelligence.For centuries, nature has been a treasure trove of medicinal compounds. However, limitations like vast biodiversity and the difficulty of pinpointing promising molecules hindered progress.Enter AI. This title highlights how AI is acting as a powerful key to unlock nature's library. By analyzing vast datasets and identifying patterns, AI is accelerating the discovery of hidden gems within natural sources. This paves the way for the development of novel and effective drugs."Nature's Library Meets AI" is more than just a scientific exploration. It's a beacon of hope, promising a new era of drug discovery fueled by the potent combination of nature's wisdom and artificial intelligence's power.