Stefanietry opened a new pull request, #8108:
URL: https://github.com/apache/paimon/pull/8108

   Purpose
   Purpose: Currently, vector search operation is executed on a single node 
within the driver, which may lead to performance bottlenecks when dealing with 
large amounts of data. This issue aims to implement a distributed execution 
capability.
   Linked issue: https://github.com/apache/paimon/issues/8107
   
   Tests
   Add distributed vector search test via the parameter 
`vector-search.distribute.enabled` on 
org.apache.paimon.spark.SparkMultimodalITCase#testVector
   


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