--- slug: /vector-search-faq --- # Vector search FAQs This topic describes some common issues that may occur when using vector search, as well as their causes and solutions. ## Must all rows in a vector column have the same data dimensionality? Yes. A data dimensionality must be specified when a vector column is defined, and the dimensionality must be verified when vector data is written into the column. ## What is the maximum number of rows of vector data that can be written? Unlimited. It depends on the database memory resources. ## How do I create an index on a vector with more than 4096 dimensions? You need to compress the data to within 4096 dimensions before creating an index.