Vector databases are specialized for high-dimensional vector data, enabling efficient similarity search and operations, distinct from traditional tabular data optimized relational databases.
Artificial intelligence's data manipulation complexity requires preprocessing data like documents into queryable objects through embedding, representing abstract data as vectors in traditional vectors spaces.
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