Milvus: A Purpose-Built Vector Data Management System



Recently, there has been a trend towards managing high-dimensional vector data in data science and AI applications. This is fueled by the proliferation of unstructured data and machine learning (ML), where ML models usually transform unstructured data into feature vectors for data analytics. Existing systems and algorithms for managing vector data have limited functions and usually incur serious performance issue when handling large-scale and dynamic vector data.

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